Building A Spotify Recommendation Engine With Python TUTORIAL mp3 song download

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3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAEGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASACEgLpbvD BwE u0026sig AOD64 1 fkSsCWIOdTlDfIZowMq8vUUxaw u0026adurl https www dataiku com product key capabilities generative ai 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW loggingDirectivestrackingParamsCJQEEOqyChgTIhMI3qDSrfqaiQMVPJvCAR0reAHC visibilitytypes12 enableDisplayloggerExperimenttrue onTapclickTrackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg loggingUrls baseUrlhttps www youtube com pagead 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u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAEGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASACEgLpbvD BwE u0026sig AOD64 1 fkSsCWIOdTlDfIZowMq8vUUxaw u0026adurl https www dataiku com product key capabilities generative ai 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW Discover Dataiku navigationEndpointclickTrackingParamsCJMEEOqyChgRIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt 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u0026gv 5BGOOGLE VIEWABILITY 5D u0026nb 5BNB 5D u0026label video click to advertiser site commandMetadatawebCommandMetadataurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAFGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASADEgJ kfD BwE u0026sig AOD64 0Y9n8Dx Y4t1LTqhBnJiGAk4CTrw u0026adurl https www dataiku com product 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAFGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASADEgJ kfD BwE u0026sig AOD64 0Y9n8Dx Y4t1LTqhBnJiGAk4CTrw u0026adurl https www dataiku com product 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW Dataiku Key Capabilities navigationEndpointclickTrackingParamsCJIEEOqyChgPIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt pqJA7ALAboLOwgDEAUYDCALKAUwBUABSABYamAAaABwAYgBAJABAZgBAaIBCAoAqAIB2AICqAEBwAEB0AEB4AEBgAIBoBcB u0026sigh Tq4bb7w6NwI u0026cid CAASFeRoLMIbnvk7xVhbR9jf3Yjmcbn0eQ u0026ad mt 5BAD MT 5D u0026acvw 5BVIEWABILITY 5D u0026gv 5BGOOGLE VIEWABILITY 5D u0026nb 5BNB 5D u0026label video click to advertiser site commandMetadatawebCommandMetadataurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAGGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAEEgJShvD BwE u0026sig AOD64 3hIKAxLUkSf Ny9tuWI3PbDKtWxw u0026adurl https www dataiku com product key capabilities 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAGGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAEEgJShvD BwE u0026sig AOD64 3hIKAxLUkSf Ny9tuWI3PbDKtWxw u0026adurl https www dataiku com product key capabilities 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW loggingDirectivestrackingParamsCJIEEOqyChgPIhMI3qDSrfqaiQMVPJvCAR0reAHC visibilitytypes12 enableDisplayloggerExperimenttrue 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recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAGGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAEEgJShvD BwE u0026sig AOD64 3hIKAxLUkSf Ny9tuWI3PbDKtWxw u0026adurl https www dataiku com product key capabilities 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW Contact Us navigationEndpointclickTrackingParamsCJEEEOqyChgNIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB 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home contact us 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW clickLocationTargets locationPROMOTED SPARKLES CLICK LOCATION TITLE code0 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION DESCRIPTION code7 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION INNER BACKGROUND code41 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION BACKGROUND code2 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE NOOP locationPROMOTED SPARKLES CLICK LOCATION TEXT AD WEBSITE code1 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION AD BADGE code31 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION SITELINK code6 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD trackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg enablePacfLoggingWebtrue trackingParamsCI8EEMzoDRgAIhMI3qDSrfqaiQMVPJvCAR0reAHC trackingParamsCI4EELsvGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI itemSectionRenderercontents h1 tooddaC14q4 h1 i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC3xNH9VFa0eopPNrV0 KT7tMSliQ width360 height202 urlhttps i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLC w 1A69CS6kcWLFAvHROG7lk6Iw width720 height404 Building A Spotify Recommendation Engine With Python TUTORIAL Building A Spotify Recommendation Engine With Python TUTORIAL by Madhav Thaker 56 779 views 3 years ago 25 minutes longBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 viewCountTextsimpleText56 779 views navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp ygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwoI6Yat6biuwMEbugMLCMv2 ZTA0ZLTgQG6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 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navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker shortBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcJArsXXhdquh8W2AQ showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel56K views simpleText56K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 trackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgt0b29kZGFDMTRxNA 3D 3D commands clickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCIwEEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com ytc AIdro l 8e7mZKjZn97 FkOX k44XP00R ezOxFzjLudXwENggQ s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltipWatch later toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions addedVideoIdtooddaC14q4 actionACTION ADD VIDEO toggledServiceEndpointclickTrackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions actionACTION REMOVE VIDEO BY VIDEO ID removedVideoIdtooddaC14q4 untoggledAccessibilityaccessibilityDatalabelWatch later toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayToggleButtonRendereruntoggledIconiconTypeADD TO QUEUE TAIL toggledIconiconTypePLAYLIST ADD CHECK untoggledTooltipAdd to queue toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 untoggledAccessibilityaccessibilityDatalabelAdd to queue toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayNowPlayingRenderertextruns textNow playing thumbnailOverlayLoadingPreviewRenderertextruns textKeep hovering to play detailedMetadataSnippets snippetTextruns textIn this video I walk you through how I built a textSpotify Recommendation boldtrue text System from scratch in textPython boldtrue text This video is meant for ALL snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwoI6Yat6biuwMEbugMLCMv2 ZTA0ZLTgQG6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 Wp76mqfLoDJBIiUExQVVJFSHl4RWxnT1lQM0tTbTR6blUtaHVfSXVsTG1ScboDJBIiUExwektmaFVDMFRwNE5TbGZWR0RRd1hYakU4M3gyVXN5YroDJBIiUExab1RBRUxSTVhWTjdRR3BjdU4tVmczNUhnanAzaHR2aboDCwjjh7Wh0 27k cBugMkEiJQTE9NWWVHSmlmWHcwdzcySFFFVFFwRHNSTzM1UUxDZXlYugMKCPm uL3Hl KuFboDJBIiUExrel95MjRtbFNKWVdhX0pFanB0V3Z3WFRvTk5YSVhPcLoDCgi4jfXWlrCLnyu6AwoIifahyqeD2LtougMLCOyRkMDvz jhzQG6AyQSIlBMWkx1YzhlSmFmZUdNNlZGM2tpanNKWkJKOUNzcFF5N3i6AyQSIlBMUVkySDhyUm95dnkyTWl5VUJ6NVJXWnI1TVBGa1YzcXq6AwsInPmmo5nswfKxAYIEAhAB playerParamsYAHIAQE 3D playerExtraUrlParams keyinline value1 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc expandableMetadataexpandableMetadataRendererheadercollapsedTitleruns textIntro Approach Overview Start of Feature Engineering TF IDF Overview Leveraging Spotify API Creating a Playlist Vector Cosine Similarity Overview Spotify v Madhav Results Comparison Outro collapsedThumbnailthumbnails urlhttps i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 collapsedLabelruns text9 text chapters expandedTitleruns text9 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 onTapclickTrackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textApproach Overview timeDescriptionruns text105 h1 i ytimg com vi tooddaC14q4 hqdefault 80833 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCklVYq3Hy1vs8o9D4uz8 7Ef82Sw width336 height188 onTapclickTrackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 65s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds65 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 65 u0026mt 1729358182 u0026oweuc trackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textStart of Feature Engineering timeDescriptionruns text456 h1 i ytimg com vi tooddaC14q4 hqdefault 307800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCQS96Bp7A0mrNPOemCOKNtfp2TLA width336 height188 onTapclickTrackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 296s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds296 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 296 u0026mt 1729358182 u0026oweuc trackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTF IDF Overview timeDescriptionruns text856 h1 i ytimg com vi tooddaC14q4 hqdefault 537766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCPgqo8PVGOAYA5AoBsZY3OAhinUA width336 height188 onTapclickTrackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 536s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds536 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 536 u0026mt 1729358182 u0026oweuc trackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textLeveraging Spotify API timeDescriptionruns text1252 h1 i ytimg com vi tooddaC14q4 hqdefault 798866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCDT8zSEHEK7HCIzoaWCYdQRoL7Gw width336 height188 onTapclickTrackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 772s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds772 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 772 u0026mt 1729358182 u0026oweuc trackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCreating a Playlist Vector timeDescriptionruns text1632 h1 i ytimg com vi tooddaC14q4 hqdefault 997766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCdWi96SVWKrDKlAb NMg0NuZnNmg width336 height188 onTapclickTrackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 992s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds992 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 992 u0026mt 1729358182 u0026oweuc trackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCosine Similarity Overview timeDescriptionruns text2037 h1 i ytimg com vi tooddaC14q4 hqdefault 1244266 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDvSqHQaH 3QtLklGhn5u3Wa94jMg width336 height188 onTapclickTrackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1237s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1237 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1237 u0026mt 1729358182 u0026oweuc trackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textSpotify v Madhav Results Comparison timeDescriptionruns text2225 h1 i ytimg com vi tooddaC14q4 hqdefault 1374766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCfpe4D0vqQW0J9SVQgf1QVs2Q9Yw width336 height188 onTapclickTrackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1345s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1345 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1345 u0026mt 1729358182 u0026oweuc trackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textOutro timeDescriptionruns text2459 h1 i ytimg com vi tooddaC14q4 hqdefault 1514800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDk3OTp4C7K2m3q4zTYMkvGA0 vOQ width336 height188 onTapclickTrackingParamsCIEEENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1499s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1499 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 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AOn4CLCm7UVncTYvqc27mKxSlyRwrm7ELA width720 height404 Building a Recommendation System in Python Building a Recommendation System in Python by Spencer Pao 78 274 views 3 years ago 13 minutes 52 seconds longBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel13 minutes 52 seconds simpleText1352 viewCountTextsimpleText78 274 views navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026pp ygU 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watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 1b8301738d2b4369 u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc ownerTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere shortBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere trackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcJA6Yat6biuwMEb showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel78K views simpleText78K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCPkDEP6YBBgOIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCPkDEP6YBBgOIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdG4MBc40rQ2k listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCPkDEP6YBBgOIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds G4MBc40rQ2k paramsCAQ 3D videoIds G4MBc40rQ2k trackingParamsCPkDEP6YBBgOIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE 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toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCPYDEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayNowPlayingRenderertextruns textNow playing thumbnailOverlayLoadingPreviewRenderertextruns textKeep hovering to play detailedMetadataSnippets snippetTextruns textLikes 652 Dislikes 21 96 88 Updated on 01 21 2023 115717 EST Ever wonder how the textrecommendation boldtrue text snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwsIrsXXhdquh8W2AboDCwjL9v2UwNGS04EBugMKCJfsycSGxO3iQ7oDCwj le3Wpq3St44BugMKCOjs IjBjOGEWLoDCgjxg9 lqe 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textWhy do we care about Recommendation Algorithm u0026 System Game Plan Collaborative Filtering and Content Based Filtering u0026 Objective Google Collab Setup u0026 Data Matrix Factorization Model Initialization u0026 Training Tuning Model Kmeans Clustering u0026 Movie Recommendations collapsedThumbnailthumbnails urlhttps i ytimg com vi G4MBc40rQ2k hqdefault 1000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAnK GJA1NGjewkHI5jAt52g9QTgg width336 height188 collapsedLabelruns text6 text chapters expandedTitleruns text6 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textWhy do we care about Recommendation Algorithm u0026 System timeDescriptionruns text000 h1 i ytimg com vi G4MBc40rQ2k hqdefault 1000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAnK GJA1NGjewkHI5jAt52g9QTgg width336 height188 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text a music textrecommender boldtrue text system that suggests music artists using collaborative filtering and Alternating Least snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCMoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwsIrsXXhdquh8W2AboDCgjphq3puK7AwRu6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 Wp76mqfLoDJBIiUExQVVJFSHl4RWxnT1lQM0tTbTR6blUtaHVfSXVsTG1ScboDJBIiUExwektmaFVDMFRwNE5TbGZWR0RRd1hYakU4M3gyVXN5YroDJBIiUExab1RBRUxSTVhWTjdRR3BjdU4tVmczNUhnanAzaHR2aboDCwjjh7Wh0 27k cBugMkEiJQTE9NWWVHSmlmWHcwdzcySFFFVFFwRHNSTzM1UUxDZXlYugMKCPm uL3Hl 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Recommender implementation Running artist recommendations Join The Sound of AI Slack Community collapsedThumbnailthumbnails urlhttps i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 collapsedLabelruns text14 text chapters expandedTitleruns text14 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 onTapclickTrackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTypes of music recommendation timeDescriptionruns text028 h1 i ytimg com vi gaZKjAKfe0s hqdefault 28066 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLBWZvW06JaI9tnraPa2PwuVsJ7uWQ width336 height188 onTapclickTrackingParamsCN0DENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 28s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds28 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 28 u0026mt 1729358182 u0026oweuc trackingParamsCN0DENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textSpotify recommendation architecture timeDescriptionruns text217 h1 i ytimg com vi gaZKjAKfe0s hqdefault 157933 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDPus6Y6D7rRW40v9MTuFUfSpmzvQ width336 height188 onTapclickTrackingParamsCNwDENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 137s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds137 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 137 u0026mt 1729358182 u0026oweuc trackingParamsCNwDENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textWhat are we building timeDescriptionruns text341 h1 i ytimg com vi gaZKjAKfe0s hqdefault 225233 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAMDdumATPNGO6I3NgfYiLooFBflw width336 height188 onTapclickTrackingParamsCNsDENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 221s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds221 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 221 u0026mt 1729358182 u0026oweuc trackingParamsCNsDENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textUser item matrix timeDescriptionruns text418 h1 i ytimg com vi gaZKjAKfe0s hqdefault 258000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLA20EfvDhOBzqGMM7VYrYO1MCwJ Q width336 height188 onTapclickTrackingParamsCNoDENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 258s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds258 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 258 u0026mt 1729358182 u0026oweuc trackingParamsCNoDENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textAlternating least squares timeDescriptionruns text641 h1 i ytimg com vi gaZKjAKfe0s hqdefault 414900 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLB 1pI4N7NtLU xoh6iC 6oJtQDUA width336 height188 onTapclickTrackingParamsCNkDENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 401s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds401 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 401 u0026mt 1729358182 u0026oweuc trackingParamsCNkDENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textLast fm dataset timeDescriptionruns text1350 h1 i ytimg com vi gaZKjAKfe0s hqdefault 857066 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAZ1XjUbJbwYOfWT aQx2oIe1bHmg width336 height188 onTapclickTrackingParamsCNgDENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 830s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds830 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 830 u0026mt 1729358182 u0026oweuc trackingParamsCNgDENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textPackage overview timeDescriptionruns text1646 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1012300 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC5F2L1ehzlDeZ8K5tInCtIajgpDQ width336 height188 onTapclickTrackingParamsCNcDENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1006s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1006 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1006 u0026mt 1729358182 u0026oweuc trackingParamsCNcDENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textData loader routine timeDescriptionruns text1728 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1062133 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCDcXHIhd0JN8zJ9sG0C38FNjP15w width336 height188 onTapclickTrackingParamsCNYDENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1048s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1048 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1048 u0026mt 1729358182 u0026oweuc trackingParamsCNYDENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textArtist retriever timeDescriptionruns text2030 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1232100 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAvArLFh03KqlAmc08HvhNGDNyW0A width336 height188 onTapclickTrackingParamsCNUDENDQBhgJIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1230s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1230 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1230 u0026mt 1729358182 u0026oweuc trackingParamsCNUDENDQBhgJIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textImplicit a collaborative filtering library timeDescriptionruns text2312 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1403833 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLACGh0AU9GyTb89s9WjeDbK SNpgA width336 height188 onTapclickTrackingParamsCNQDENDQBhgKIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1392s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1392 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1392 u0026mt 1729358182 u0026oweuc trackingParamsCNQDENDQBhgKIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textRecommender implementation timeDescriptionruns text2347 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1427333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAF5lDXww9TjGOAQv0jvwIDaNcazQ width336 height188 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queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdQ8W2IGiSdhc listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds Q8W2IGiSdhc paramsCAQ 3D videoIds Q8W2IGiSdhc trackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgtROFcySUdpU2RoYw 3D 3D commands clickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCMgDEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com gStdVs4b9yhKqi61RoqVS V72mbl cATrQlIsPQtN5B2VpT1wkKiGwjbFsNtuTAsSpAPynYLBw s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel8 minutes 10 seconds simpleText810 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltip New play

Discover Dataiku navigationEndpointclickTrackingParamsCJMEEOqyChgRIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt pqJA7ALAboLOwgDEAUYDCALKAUwBUABSABYamAAaABwAYgBAJABAZgBAaIBCAoAqAIB2AICqAEBwAEB0AEB4AEBgAIBoBcB u0026sigh Tq4bb7w6NwI u0026cid CAASFeRoLMIbnvk7xVhbR9jf3Yjmcbn0eQ u0026ad mt 5BAD MT 5D u0026acvw 5BVIEWABILITY 5D u0026gv 5BGOOGLE VIEWABILITY 5D u0026nb 5BNB 5D u0026label video click to advertiser site commandMetadatawebCommandMetadataurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAFGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASADEgJ kfD BwE u0026sig AOD64 0Y9n8Dx Y4t1LTqhBnJiGAk4CTrw u0026adurl https www dataiku com product 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAFGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASADEgJ kfD BwE u0026sig AOD64 0Y9n8Dx Y4t1LTqhBnJiGAk4CTrw u0026adurl https www dataiku com product 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW loggingDirectivestrackingParamsCJMEEOqyChgRIhMI3qDSrfqaiQMVPJvCAR0reAHC visibilitytypes12 enableDisplayloggerExperimenttrue onTapclickTrackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai 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webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAFGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASADEgJ kfD BwE u0026sig AOD64 0Y9n8Dx Y4t1LTqhBnJiGAk4CTrw u0026adurl https www dataiku com product 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW Dataiku Key Capabilities navigationEndpointclickTrackingParamsCJIEEOqyChgPIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt 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DESCRIPTION code7 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION INNER BACKGROUND code41 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION BACKGROUND code2 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE NOOP locationPROMOTED SPARKLES CLICK LOCATION TEXT AD WEBSITE code1 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION AD BADGE code31 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION SITELINK code6 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD trackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg enablePacfLoggingWebtrue trackingParamsCI8EEMzoDRgAIhMI3qDSrfqaiQMVPJvCAR0reAHC trackingParamsCI4EELsvGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI itemSectionRenderercontents h1 tooddaC14q4 h1 i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC3xNH9VFa0eopPNrV0 KT7tMSliQ width360 height202 urlhttps i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLC w 1A69CS6kcWLFAvHROG7lk6Iw width720 height404 Building A Spotify Recommendation Engine With Python TUTORIAL Building A Spotify Recommendation Engine With Python TUTORIAL by Madhav Thaker 56 779 views 3 years ago 25 minutes longBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 viewCountTextsimpleText56 779 views navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp ygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwoI6Yat6biuwMEbugMLCMv2 ZTA0ZLTgQG6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 Wp76mqfLoDJBIiUExQVVJFSHl4RWxnT1lQM0tTbTR6blUtaHVfSXVsTG1ScboDJBIiUExwektmaFVDMFRwNE5TbGZWR0RRd1hYakU4M3gyVXN5YroDJBIiUExab1RBRUxSTVhWTjdRR3BjdU4tVmczNUhnanAzaHR2aboDCwjjh7Wh0 27k cBugMkEiJQTE9NWWVHSmlmWHcwdzcySFFFVFFwRHNSTzM1UUxDZXlYugMKCPm uL3Hl KuFboDJBIiUExrel95MjRtbFNKWVdhX0pFanB0V3Z3WFRvTk5YSVhPcLoDCgi4jfXWlrCLnyu6AwoIifahyqeD2LtougMLCOyRkMDvz jhzQG6AyQSIlBMWkx1YzhlSmFmZUdNNlZGM2tpanNKWkJKOUNzcFF5N3i6AyQSIlBMUVkySDhyUm95dnkyTWl5VUJ6NVJXWnI1TVBGa1YzcXq6AwsInPmmo5nswfKxAYIEAhAB playerParamsygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc ownerTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker shortBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcJArsXXhdquh8W2AQ showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel56K views simpleText56K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 trackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgt0b29kZGFDMTRxNA 3D 3D commands clickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCIwEEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com ytc AIdro l 8e7mZKjZn97 FkOX k44XP00R ezOxFzjLudXwENggQ s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltipWatch later toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions addedVideoIdtooddaC14q4 actionACTION ADD VIDEO toggledServiceEndpointclickTrackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions actionACTION REMOVE VIDEO BY VIDEO ID removedVideoIdtooddaC14q4 untoggledAccessibilityaccessibilityDatalabelWatch later toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayToggleButtonRendereruntoggledIconiconTypeADD TO QUEUE TAIL toggledIconiconTypePLAYLIST ADD CHECK untoggledTooltipAdd to queue toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 untoggledAccessibilityaccessibilityDatalabelAdd to queue toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayNowPlayingRenderertextruns textNow playing thumbnailOverlayLoadingPreviewRenderertextruns textKeep hovering to play detailedMetadataSnippets snippetTextruns textIn this video I walk you through how I built a textSpotify Recommendation boldtrue text System from scratch in textPython boldtrue text This video is meant for ALL snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM 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u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc expandableMetadataexpandableMetadataRendererheadercollapsedTitleruns textIntro Approach Overview Start of Feature Engineering TF IDF Overview Leveraging Spotify API Creating a Playlist Vector Cosine Similarity Overview Spotify v Madhav Results Comparison Outro collapsedThumbnailthumbnails urlhttps i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 collapsedLabelruns text9 text chapters expandedTitleruns text9 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 onTapclickTrackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textApproach Overview timeDescriptionruns text105 h1 i ytimg com vi tooddaC14q4 hqdefault 80833 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCklVYq3Hy1vs8o9D4uz8 7Ef82Sw width336 height188 onTapclickTrackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 65s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds65 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 65 u0026mt 1729358182 u0026oweuc trackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textStart of Feature Engineering timeDescriptionruns text456 h1 i ytimg com vi tooddaC14q4 hqdefault 307800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCQS96Bp7A0mrNPOemCOKNtfp2TLA width336 height188 onTapclickTrackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 296s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds296 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 296 u0026mt 1729358182 u0026oweuc trackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTF IDF Overview timeDescriptionruns text856 h1 i ytimg com vi tooddaC14q4 hqdefault 537766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCPgqo8PVGOAYA5AoBsZY3OAhinUA width336 height188 onTapclickTrackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 536s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds536 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 536 u0026mt 1729358182 u0026oweuc trackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textLeveraging Spotify API timeDescriptionruns text1252 h1 i ytimg com vi tooddaC14q4 hqdefault 798866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCDT8zSEHEK7HCIzoaWCYdQRoL7Gw width336 height188 onTapclickTrackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 772s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds772 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 772 u0026mt 1729358182 u0026oweuc trackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCreating a Playlist Vector timeDescriptionruns text1632 h1 i ytimg com vi tooddaC14q4 hqdefault 997766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCdWi96SVWKrDKlAb NMg0NuZnNmg width336 height188 onTapclickTrackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 992s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds992 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 992 u0026mt 1729358182 u0026oweuc trackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCosine Similarity Overview timeDescriptionruns text2037 h1 i ytimg com vi tooddaC14q4 hqdefault 1244266 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDvSqHQaH 3QtLklGhn5u3Wa94jMg width336 height188 onTapclickTrackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1237s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1237 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1237 u0026mt 1729358182 u0026oweuc trackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textSpotify v Madhav Results Comparison timeDescriptionruns text2225 h1 i ytimg com vi tooddaC14q4 hqdefault 1374766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCfpe4D0vqQW0J9SVQgf1QVs2Q9Yw width336 height188 onTapclickTrackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1345s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1345 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1345 u0026mt 1729358182 u0026oweuc trackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textOutro timeDescriptionruns text2459 h1 i ytimg com vi tooddaC14q4 hqdefault 1514800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDk3OTp4C7K2m3q4zTYMkvGA0 vOQ width336 height188 onTapclickTrackingParamsCIEEENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1499s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1499 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1499 u0026mt 1729358182 u0026oweuc trackingParamsCIEEENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse trackingParamsCP4DEJFaIhMI3qDSrfqaiQMVPJvCAR0reAHC styletypeHORIZONTAL CARD LIST STYLE TYPE ENGAGEMENT PANEL SECTION previousButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeCHEVRON LEFT trackingParamsCIAEEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC nextButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeCHEVRON RIGHT trackingParamsCP8DEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC expandButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeEXPAND MORE trackingParamsCP0DEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC accessibilityDataaccessibilityDatalabelMore collapseButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeEXPAND LESS trackingParamsCPwDEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC accessibilityDataaccessibilityDatalabelLess trackingParamsCPsDEO DByITCN6g0q36mokDFTybwgEdK3gBwg colorDatalightColorPalettesection1Color4294704127 section2Color4294046456 section3Color4293388786 primaryTitleColor4279243289 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c0x00ffffff no rj width68 height68 avatarImageSizeAVATAR SIZE M a11yLabelGo to channel rendererContextcommandContextonTapinnertubeCommandclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker h1 G4MBc40rQ2k h1 i ytimg com vi G4MBc40rQ2k hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLClhbL7ICRbLE4A5e73 QgsI1jumA width360 height202 urlhttps i ytimg com vi G4MBc40rQ2k hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLCm7UVncTYvqc27mKxSlyRwrm7ELA width720 height404 Building a Recommendation System in Python Building a Recommendation System in Python by Spencer Pao 78 274 views 3 years ago 13 minutes 52 seconds longBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel13 minutes 52 seconds simpleText1352 viewCountTextsimpleText78 274 views navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026pp ygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwsIrsXXhdquh8W2AboDCwjL9v2UwNGS04EBugMKCJfsycSGxO3iQ7oDCwj le3Wpq3St44BugMKCOjs IjBjOGEWLoDCgjxg9 lqe 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navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere shortBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere trackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcJA6Yat6biuwMEb showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel78K views simpleText78K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCPkDEP6YBBgOIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue 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beReusedtrue trackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com MYG93x esKdcjVOc OcXAxCSvGcB9ZDnIfxhxVmFHxCbZxg6G X49ZZWaRDhggRzhb9 qXdP s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel13 minutes 52 seconds simpleText1352 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltipWatch later toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCPcDEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions addedVideoIdG4MBc40rQ2k actionACTION ADD VIDEO toggledServiceEndpointclickTrackingParamsCPcDEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions actionACTION REMOVE VIDEO BY VIDEO ID removedVideoIdG4MBc40rQ2k untoggledAccessibilityaccessibilityDatalabelWatch later toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCPcDEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayToggleButtonRendereruntoggledIconiconTypeADD TO QUEUE TAIL toggledIconiconTypePLAYLIST ADD CHECK untoggledTooltipAdd to queue toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCPYDEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC 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hqdefault 1000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAnK GJA1NGjewkHI5jAt52g9QTgg width336 height188 collapsedLabelruns text6 text chapters expandedTitleruns text6 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textWhy do we care about Recommendation Algorithm u0026 System timeDescriptionruns text000 h1 i ytimg com vi G4MBc40rQ2k hqdefault 1000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAnK GJA1NGjewkHI5jAt52g9QTgg width336 height188 onTapclickTrackingParamsCPUDENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 1b8301738d2b4369 u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCPUDENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textGame Plan timeDescriptionruns text122 h1 i ytimg com vi G4MBc40rQ2k hqdefault 96200 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLB1B8WgCVXPEJMwaE8iJfXJbBBsnw width336 height188 onTapclickTrackingParamsCPQDENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026t 82s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k startTimeSeconds82 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 1b8301738d2b4369 u0026ip 198 54 114 74 u0026osts 82 u0026mt 1729358182 u0026oweuc trackingParamsCPQDENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCollaborative Filtering and Content Based Filtering u0026 Objective timeDescriptionruns text138 h1 i ytimg com vi G4MBc40rQ2k hqdefault 100166 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCSrwCP5ErK9VoyUMZq8axld5zLkg width336 height188 onTapclickTrackingParamsCPMDENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026t 98s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k startTimeSeconds98 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 1b8301738d2b4369 u0026ip 198 54 114 74 u0026osts 98 u0026mt 1729358182 u0026oweuc trackingParamsCPMDENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textGoogle Collab Setup u0026 Data timeDescriptionruns text339 h1 i ytimg com vi G4MBc40rQ2k hqdefault 219133 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLD wsDbMtgWOfmWrkgtY0igeXsFvA width336 height188 onTapclickTrackingParamsCPIDENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026t 219s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k startTimeSeconds219 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source 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collapsedLabelruns text14 text chapters expandedTitleruns text14 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 onTapclickTrackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTypes of music recommendation timeDescriptionruns text028 h1 i ytimg com vi gaZKjAKfe0s hqdefault 28066 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLBWZvW06JaI9tnraPa2PwuVsJ7uWQ width336 height188 onTapclickTrackingParamsCN0DENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 28s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds28 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 28 u0026mt 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198 54 114 74 u0026osts 221 u0026mt 1729358182 u0026oweuc trackingParamsCNsDENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textUser item matrix timeDescriptionruns text418 h1 i ytimg com vi gaZKjAKfe0s hqdefault 258000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLA20EfvDhOBzqGMM7VYrYO1MCwJ Q width336 height188 onTapclickTrackingParamsCNoDENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 258s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds258 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 258 u0026mt 1729358182 u0026oweuc trackingParamsCNoDENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textAlternating least squares timeDescriptionruns text641 h1 i ytimg com vi gaZKjAKfe0s hqdefault 414900 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLB 1pI4N7NtLU xoh6iC 6oJtQDUA width336 height188 onTapclickTrackingParamsCNkDENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 401s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds401 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 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u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 830 u0026mt 1729358182 u0026oweuc trackingParamsCNgDENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textPackage overview timeDescriptionruns text1646 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1012300 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC5F2L1ehzlDeZ8K5tInCtIajgpDQ width336 height188 onTapclickTrackingParamsCNcDENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1006s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1006 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 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width360 height202 urlhttps i ytimg com vi Q8W2IGiSdhc hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLCNUVeoy4ds8u9KMcdjyrMnVSBqfg width720 height404 Spotify s music recommender algorithm How it works Spotify s music recommender algorithm How it works by Super Data Science ML u0026 AI Podcast with Jon Krohn 15 321 views 1 year ago 8 minutes 10 seconds longBylineTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn publishedTimeTextsimpleText1 year ago lengthTextaccessibilityaccessibilityDatalabel8 minutes 10 seconds simpleText810 viewCountTextsimpleText15 321 views navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI 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shortBylineTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcJAl zJxIbE7eJD showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel15K views simpleText15K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdQ8W2IGiSdhc listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds Q8W2IGiSdhc paramsCAQ 3D videoIds Q8W2IGiSdhc trackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgtROFcySUdpU2RoYw 3D 3D commands clickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCMgDEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com gStdVs4b9yhKqi61RoqVS V72mbl cATrQlIsPQtN5B2VpT1wkKiGwjbFsNtuTAsSpAPynYLBw s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel8 minutes 10 seconds simpleText810 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltip New play

Dataiku Key Capabilities navigationEndpointclickTrackingParamsCJIEEOqyChgPIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt pqJA7ALAboLOwgDEAUYDCALKAUwBUABSABYamAAaABwAYgBAJABAZgBAaIBCAoAqAIB2AICqAEBwAEB0AEB4AEBgAIBoBcB u0026sigh Tq4bb7w6NwI u0026cid CAASFeRoLMIbnvk7xVhbR9jf3Yjmcbn0eQ u0026ad mt 5BAD MT 5D u0026acvw 5BVIEWABILITY 5D u0026gv 5BGOOGLE VIEWABILITY 5D u0026nb 5BNB 5D u0026label video click to advertiser site commandMetadatawebCommandMetadataurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAGGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAEEgJShvD BwE u0026sig AOD64 3hIKAxLUkSf Ny9tuWI3PbDKtWxw u0026adurl https www dataiku com product key capabilities 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAGGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAEEgJShvD BwE u0026sig AOD64 3hIKAxLUkSf Ny9tuWI3PbDKtWxw u0026adurl https www dataiku com product key capabilities 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW loggingDirectivestrackingParamsCJIEEOqyChgPIhMI3qDSrfqaiQMVPJvCAR0reAHC visibilitytypes12 enableDisplayloggerExperimenttrue onTapclickTrackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg loggingUrls baseUrlhttps www youtube com pagead 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MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAGGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAEEgJShvD BwE u0026sig AOD64 3hIKAxLUkSf Ny9tuWI3PbDKtWxw u0026adurl https www dataiku com product key capabilities 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW Contact Us navigationEndpointclickTrackingParamsCJEEEOqyChgNIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt 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CAASFeRoLMIbnvk7xVhbR9jf3Yjmcbn0eQ u0026ad mt 5BAD MT 5D u0026acvw 5BVIEWABILITY 5D u0026gv 5BGOOGLE VIEWABILITY 5D u0026nb 5BNB 5D u0026label video click to advertiser site commandMetadatawebCommandMetadataurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAHGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAFEgLwaPD BwE u0026sig AOD64 3rtBdIVgsYnkvs2PnB5FitVo3LVg u0026adurl https www dataiku com home contact us 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAHGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAFEgLwaPD BwE u0026sig AOD64 3rtBdIVgsYnkvs2PnB5FitVo3LVg u0026adurl https www dataiku com home contact us 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW clickLocationTargets locationPROMOTED SPARKLES CLICK LOCATION TITLE code0 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION DESCRIPTION code7 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION INNER BACKGROUND code41 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION BACKGROUND code2 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE NOOP locationPROMOTED SPARKLES CLICK LOCATION TEXT AD WEBSITE code1 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION AD BADGE code31 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION SITELINK code6 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD trackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg enablePacfLoggingWebtrue trackingParamsCI8EEMzoDRgAIhMI3qDSrfqaiQMVPJvCAR0reAHC trackingParamsCI4EELsvGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI itemSectionRenderercontents h1 tooddaC14q4 h1 i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC3xNH9VFa0eopPNrV0 KT7tMSliQ width360 height202 urlhttps i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLC w 1A69CS6kcWLFAvHROG7lk6Iw width720 height404 Building A Spotify Recommendation Engine With Python TUTORIAL Building A Spotify Recommendation Engine With Python TUTORIAL by Madhav Thaker 56 779 views 3 years ago 25 minutes longBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 viewCountTextsimpleText56 779 views navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp ygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwoI6Yat6biuwMEbugMLCMv2 ZTA0ZLTgQG6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 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navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker shortBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcJArsXXhdquh8W2AQ showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel56K views simpleText56K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 trackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgt0b29kZGFDMTRxNA 3D 3D commands clickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCIwEEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com ytc AIdro l 8e7mZKjZn97 FkOX k44XP00R ezOxFzjLudXwENggQ s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltipWatch later toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions addedVideoIdtooddaC14q4 actionACTION ADD VIDEO toggledServiceEndpointclickTrackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions actionACTION REMOVE VIDEO BY VIDEO ID removedVideoIdtooddaC14q4 untoggledAccessibilityaccessibilityDatalabelWatch later toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCIsEEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayToggleButtonRendereruntoggledIconiconTypeADD TO QUEUE TAIL toggledIconiconTypePLAYLIST ADD CHECK untoggledTooltipAdd to queue toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 untoggledAccessibilityaccessibilityDatalabelAdd to queue toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCIoEEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayNowPlayingRenderertextruns textNow playing thumbnailOverlayLoadingPreviewRenderertextruns textKeep hovering to play detailedMetadataSnippets snippetTextruns textIn this video I walk you through how I built a textSpotify Recommendation boldtrue text System from scratch in textPython boldtrue text This video is meant for ALL snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwoI6Yat6biuwMEbugMLCMv2 ZTA0ZLTgQG6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 Wp76mqfLoDJBIiUExQVVJFSHl4RWxnT1lQM0tTbTR6blUtaHVfSXVsTG1ScboDJBIiUExwektmaFVDMFRwNE5TbGZWR0RRd1hYakU4M3gyVXN5YroDJBIiUExab1RBRUxSTVhWTjdRR3BjdU4tVmczNUhnanAzaHR2aboDCwjjh7Wh0 27k cBugMkEiJQTE9NWWVHSmlmWHcwdzcySFFFVFFwRHNSTzM1UUxDZXlYugMKCPm uL3Hl KuFboDJBIiUExrel95MjRtbFNKWVdhX0pFanB0V3Z3WFRvTk5YSVhPcLoDCgi4jfXWlrCLnyu6AwoIifahyqeD2LtougMLCOyRkMDvz jhzQG6AyQSIlBMWkx1YzhlSmFmZUdNNlZGM2tpanNKWkJKOUNzcFF5N3i6AyQSIlBMUVkySDhyUm95dnkyTWl5VUJ6NVJXWnI1TVBGa1YzcXq6AwsInPmmo5nswfKxAYIEAhAB playerParamsYAHIAQE 3D playerExtraUrlParams keyinline value1 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc expandableMetadataexpandableMetadataRendererheadercollapsedTitleruns textIntro Approach Overview Start of Feature Engineering TF IDF Overview Leveraging Spotify API Creating a Playlist Vector Cosine Similarity Overview Spotify v Madhav Results Comparison Outro collapsedThumbnailthumbnails urlhttps i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 collapsedLabelruns text9 text chapters expandedTitleruns text9 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 onTapclickTrackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textApproach Overview timeDescriptionruns text105 h1 i ytimg com vi tooddaC14q4 hqdefault 80833 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCklVYq3Hy1vs8o9D4uz8 7Ef82Sw width336 height188 onTapclickTrackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 65s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds65 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 65 u0026mt 1729358182 u0026oweuc trackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textStart of Feature Engineering timeDescriptionruns text456 h1 i ytimg com vi tooddaC14q4 hqdefault 307800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCQS96Bp7A0mrNPOemCOKNtfp2TLA width336 height188 onTapclickTrackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 296s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds296 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 296 u0026mt 1729358182 u0026oweuc trackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTF IDF Overview timeDescriptionruns text856 h1 i ytimg com vi tooddaC14q4 hqdefault 537766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCPgqo8PVGOAYA5AoBsZY3OAhinUA width336 height188 onTapclickTrackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 536s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds536 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 536 u0026mt 1729358182 u0026oweuc trackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textLeveraging Spotify API timeDescriptionruns text1252 h1 i ytimg com vi tooddaC14q4 hqdefault 798866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCDT8zSEHEK7HCIzoaWCYdQRoL7Gw width336 height188 onTapclickTrackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 772s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds772 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 772 u0026mt 1729358182 u0026oweuc trackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCreating a Playlist Vector timeDescriptionruns text1632 h1 i ytimg com vi tooddaC14q4 hqdefault 997766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCdWi96SVWKrDKlAb NMg0NuZnNmg width336 height188 onTapclickTrackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 992s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds992 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 992 u0026mt 1729358182 u0026oweuc trackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCosine Similarity Overview timeDescriptionruns text2037 h1 i ytimg com vi tooddaC14q4 hqdefault 1244266 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDvSqHQaH 3QtLklGhn5u3Wa94jMg width336 height188 onTapclickTrackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1237s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1237 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1237 u0026mt 1729358182 u0026oweuc trackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textSpotify v Madhav Results Comparison timeDescriptionruns text2225 h1 i ytimg com vi tooddaC14q4 hqdefault 1374766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCfpe4D0vqQW0J9SVQgf1QVs2Q9Yw width336 height188 onTapclickTrackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1345s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1345 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1345 u0026mt 1729358182 u0026oweuc trackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textOutro timeDescriptionruns text2459 h1 i ytimg com vi tooddaC14q4 hqdefault 1514800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDk3OTp4C7K2m3q4zTYMkvGA0 vOQ width336 height188 onTapclickTrackingParamsCIEEENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1499s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1499 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 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AOn4CLCm7UVncTYvqc27mKxSlyRwrm7ELA width720 height404 Building a Recommendation System in Python Building a Recommendation System in Python by Spencer Pao 78 274 views 3 years ago 13 minutes 52 seconds longBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel13 minutes 52 seconds simpleText1352 viewCountTextsimpleText78 274 views navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026pp ygU 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watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 1b8301738d2b4369 u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc ownerTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere shortBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere 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CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel13 minutes 52 seconds simpleText1352 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltipWatch later toggledTooltipAdded untoggledServiceEndpointclickTrackingParamsCPcDEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions addedVideoIdG4MBc40rQ2k actionACTION ADD VIDEO toggledServiceEndpointclickTrackingParamsCPcDEPnnAxgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 browse edit playlist playlistEditEndpointplaylistIdWL actions actionACTION REMOVE VIDEO BY VIDEO ID 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toggledAccessibilityaccessibilityDatalabelAdded trackingParamsCPYDEMfsBBgCIhMI3qDSrfqaiQMVPJvCAR0reAHC thumbnailOverlayNowPlayingRenderertextruns textNow playing thumbnailOverlayLoadingPreviewRenderertextruns textKeep hovering to play detailedMetadataSnippets snippetTextruns textLikes 652 Dislikes 21 96 88 Updated on 01 21 2023 115717 EST Ever wonder how the textrecommendation boldtrue text snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwsIrsXXhdquh8W2AboDCwjL9v2UwNGS04EBugMKCJfsycSGxO3iQ7oDCwj le3Wpq3St44BugMKCOjs IjBjOGEWLoDCgjxg9 lqe 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textWhy do we care about Recommendation Algorithm u0026 System Game Plan Collaborative Filtering and Content Based Filtering u0026 Objective Google Collab Setup u0026 Data Matrix Factorization Model Initialization u0026 Training Tuning Model Kmeans Clustering u0026 Movie Recommendations collapsedThumbnailthumbnails urlhttps i ytimg com vi G4MBc40rQ2k hqdefault 1000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAnK GJA1NGjewkHI5jAt52g9QTgg width336 height188 collapsedLabelruns text6 text chapters expandedTitleruns text6 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textWhy do we care about Recommendation Algorithm u0026 System timeDescriptionruns text000 h1 i ytimg com vi G4MBc40rQ2k hqdefault 1000 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAnK GJA1NGjewkHI5jAt52g9QTgg width336 height188 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onTapclickTrackingParamsCPQDENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v G4MBc40rQ2k u0026t 82s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdG4MBc40rQ2k startTimeSeconds82 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr2 sn 5hneknes googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 1b8301738d2b4369 u0026ip 198 54 114 74 u0026osts 82 u0026mt 1729358182 u0026oweuc trackingParamsCPQDENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCollaborative Filtering and Content Based Filtering u0026 Objective timeDescriptionruns text138 h1 i ytimg com vi G4MBc40rQ2k hqdefault 100166 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs 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renderingContentpromotedSparklesWebRendererthumbnailthumbnails urlhttps tpc googlesyndication com simgad 17593656340917540680 width1500 height785 titlesimpleTextBuilding real world song recommendation engine with python Udemy descriptionsimpleTextLearn Python online at your own pace Start today and improve your skills Join millions of learners from around the world already websiteTextsimpleTexthttps www udemy com navigationEndpointclickTrackingParamsCOUDEM25CyITCN6g0q36mokDFTybwgEdK3gBwg loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai C6oZOjOoTZ5ayOMWrivYPm6iJ8AkAqvekv5oTABADIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R6QBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt pqJA7ALAboLOwgDEAUYDCAIKAUwBUABSABYTmAAaABwAYgBAJABAZgBAaIBCAoAqAIB2AICqAEBwAEB0AEB4AEBgAIBoBcB u0026sigh TFaoynezg o u0026cid CAASFeRoLMIbnvk7xVhbR9jf3Yjmcbn0eQ u0026ad mt 5BAD MT 5D u0026acvw 5BVIEWABILITY 5D u0026gv 5BGOOGLE 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Recommender implementation Running artist recommendations Join The Sound of AI Slack Community collapsedThumbnailthumbnails urlhttps i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 collapsedLabelruns text14 text chapters expandedTitleruns text14 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 onTapclickTrackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 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rendererContextcommandContextonTapinnertubeCommandclickTrackingParamsCMoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl ValerioVelardoTheSoundofAI webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCZPFjMe1uRSirmSpznqvJfQ canonicalBaseUrl ValerioVelardoTheSoundofAI h1 Q8W2IGiSdhc h1 i ytimg com vi Q8W2IGiSdhc hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCkVVqIF39XqNEzOtcSskpzhCnJXg width360 height202 urlhttps i ytimg com vi Q8W2IGiSdhc hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLCNUVeoy4ds8u9KMcdjyrMnVSBqfg width720 height404 Spotify s music recommender algorithm How it works Spotify s music recommender algorithm How it works by Super Data Science ML u0026 AI Podcast with Jon Krohn 15 321 views 1 year ago 8 minutes 10 seconds longBylineTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt 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ownerTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn shortBylineTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcJAl zJxIbE7eJD showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel15K views simpleText15K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdQ8W2IGiSdhc listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds Q8W2IGiSdhc paramsCAQ 3D videoIds Q8W2IGiSdhc trackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgtROFcySUdpU2RoYw 3D 3D commands clickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCMgDEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com gStdVs4b9yhKqi61RoqVS V72mbl cATrQlIsPQtN5B2VpT1wkKiGwjbFsNtuTAsSpAPynYLBw s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel8 minutes 10 seconds simpleText810 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltip New play

Contact Us navigationEndpointclickTrackingParamsCJEEEOqyChgNIhMI3qDSrfqaiQMVPJvCAR0reAHC loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai CrDhCjOoTZ5ayOMWrivYPm6iJ8AkA17au3IAPABACIABgyQaCARNwYXJ0bmVyLXlvdXR1YmUtc3JwqAMEqgQXT9AUL n4Efm8zh vbIaW ji1rc8E6R7ABQSQBwSoB edsQKoB idsQKoB7jEsQKoB4QI0ggoCIBBEAEYXjICggI6C4BCgMCAgICggIACSNmg0jVQFFiQmdOt pqJA7ALAboLOwgDEAUYDCALKAUwBUABSABYamAAaABwAYgBAJABAZgBAaIBCAoAqAIB2AICqAEBwAEB0AEB4AEBgAIBoBcB u0026sigh Tq4bb7w6NwI u0026cid CAASFeRoLMIbnvk7xVhbR9jf3Yjmcbn0eQ u0026ad mt 5BAD MT 5D u0026acvw 5BVIEWABILITY 5D u0026gv 5BGOOGLE VIEWABILITY 5D u0026nb 5BNB 5D u0026label video click to advertiser site commandMetadatawebCommandMetadataurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAHGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAFEgLwaPD BwE u0026sig AOD64 3rtBdIVgsYnkvs2PnB5FitVo3LVg u0026adurl https www dataiku com home contact us 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAHGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAFEgLwaPD BwE u0026sig AOD64 3rtBdIVgsYnkvs2PnB5FitVo3LVg u0026adurl https www dataiku com home contact us 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW loggingDirectivestrackingParamsCJEEEOqyChgNIhMI3qDSrfqaiQMVPJvCAR0reAHC visibilitytypes12 enableDisplayloggerExperimenttrue onTapclickTrackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg loggingUrls baseUrlhttps www youtube com pagead paralleladinteraction ai 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NB webPageTypeWEB PAGE TYPE UNKNOWN rootVe83769 urlEndpointurlhttps www google com aclk sa l u0026ai DChcSEwipzeqt pqJAxXJNtQBHcwXB4MYABAHGgJvYQ u0026co 1 u0026gclid EAIaIQobChMIqc3qrfqaiQMVyTbUAR3MFweDEAAYASAFEgLwaPD BwE u0026sig AOD64 3rtBdIVgsYnkvs2PnB5FitVo3LVg u0026adurl https www dataiku com home contact us 3Futm id 3D14310169854 135532155268 544388576149 recommendation 2520engine 2520python 26utm source 3Dnam adwords 26utm medium 3Dpaid search 26gad source 3D2 u0026ms CLICK MS u0026nx NX u0026ny NY u0026nb NB targetTARGET NEW WINDOW clickLocationTargets locationPROMOTED SPARKLES CLICK LOCATION TITLE code0 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION DESCRIPTION code7 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION INNER BACKGROUND code41 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION BACKGROUND code2 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE NOOP locationPROMOTED SPARKLES CLICK LOCATION TEXT AD WEBSITE code1 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION AD BADGE code31 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD locationPROMOTED SPARKLES CLICK LOCATION SITELINK code6 behaviorTypePROMOTED SPARKLES CLICK BEHAVIOR TYPE OPEN AD trackingParamsCJAEENbwCiITCN6g0q36mokDFTybwgEdK3gBwg enablePacfLoggingWebtrue trackingParamsCI8EEMzoDRgAIhMI3qDSrfqaiQMVPJvCAR0reAHC trackingParamsCI4EELsvGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI itemSectionRenderercontents h1 tooddaC14q4 h1 i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC3xNH9VFa0eopPNrV0 KT7tMSliQ width360 height202 urlhttps i ytimg com vi tooddaC14q4 hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLC w 1A69CS6kcWLFAvHROG7lk6Iw width720 height404 Building A Spotify Recommendation Engine With Python TUTORIAL Building A Spotify Recommendation Engine With Python TUTORIAL by Madhav Thaker 56 779 views 3 years ago 25 minutes longBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker publishedTimeTextsimpleText3 years ago lengthTextaccessibilityaccessibilityDatalabel25 minutes 17 seconds simpleText2517 viewCountTextsimpleText56 779 views navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp ygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM 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u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc ownerTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker shortBylineTextruns textMadhav Thaker navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcJArsXXhdquh8W2AQ showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel56K views simpleText56K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdtooddaC14q4 listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds tooddaC14q4 paramsCAQ 3D videoIds tooddaC14q4 trackingParamsCI0EEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgt0b29kZGFDMTRxNA 3D 3D commands clickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCIwEEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com ytc AIdro l 8e7mZKjZn97 FkOX k44XP00R ezOxFzjLudXwENggQ s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays 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thumbnailOverlayLoadingPreviewRenderertextruns textKeep hovering to play detailedMetadataSnippets snippetTextruns textIn this video I walk you through how I built a textSpotify Recommendation boldtrue text System from scratch in textPython boldtrue text This video is meant for ALL snippetHoverTextruns textFrom the video description maxOneLinetrue inlinePlaybackEndpointclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026pp YAHIAQE 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwoI6Yat6biuwMEbugMLCMv2 ZTA0ZLTgQG6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 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textIntro Approach Overview Start of Feature Engineering TF IDF Overview Leveraging Spotify API Creating a Playlist Vector Cosine Similarity Overview Spotify v Madhav Results Comparison Outro collapsedThumbnailthumbnails urlhttps i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 collapsedLabelruns text9 text chapters expandedTitleruns text9 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi tooddaC14q4 hqdefault 4866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAcjZMAsqgjgksro 6Q qVu7Bv2xg width336 height188 onTapclickTrackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCIkEENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textApproach Overview timeDescriptionruns text105 h1 i ytimg com vi tooddaC14q4 hqdefault 80833 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCklVYq3Hy1vs8o9D4uz8 7Ef82Sw width336 height188 onTapclickTrackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 65s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds65 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 65 u0026mt 1729358182 u0026oweuc trackingParamsCIgEENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textStart of Feature Engineering timeDescriptionruns text456 h1 i ytimg com vi tooddaC14q4 hqdefault 307800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCQS96Bp7A0mrNPOemCOKNtfp2TLA width336 height188 onTapclickTrackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 296s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds296 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 296 u0026mt 1729358182 u0026oweuc trackingParamsCIcEENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTF IDF Overview timeDescriptionruns text856 h1 i ytimg com vi tooddaC14q4 hqdefault 537766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCPgqo8PVGOAYA5AoBsZY3OAhinUA width336 height188 onTapclickTrackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 536s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds536 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 536 u0026mt 1729358182 u0026oweuc trackingParamsCIYEENDQBhgDIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textLeveraging Spotify API timeDescriptionruns text1252 h1 i ytimg com vi tooddaC14q4 hqdefault 798866 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCDT8zSEHEK7HCIzoaWCYdQRoL7Gw width336 height188 onTapclickTrackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 772s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds772 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 772 u0026mt 1729358182 u0026oweuc trackingParamsCIUEENDQBhgEIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCreating a Playlist Vector timeDescriptionruns text1632 h1 i ytimg com vi tooddaC14q4 hqdefault 997766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCdWi96SVWKrDKlAb NMg0NuZnNmg width336 height188 onTapclickTrackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 992s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds992 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 992 u0026mt 1729358182 u0026oweuc trackingParamsCIQEENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textCosine Similarity Overview timeDescriptionruns text2037 h1 i ytimg com vi tooddaC14q4 hqdefault 1244266 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDvSqHQaH 3QtLklGhn5u3Wa94jMg width336 height188 onTapclickTrackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1237s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1237 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1237 u0026mt 1729358182 u0026oweuc trackingParamsCIMEENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textSpotify v Madhav Results Comparison timeDescriptionruns text2225 h1 i ytimg com vi tooddaC14q4 hqdefault 1374766 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCfpe4D0vqQW0J9SVQgf1QVs2Q9Yw width336 height188 onTapclickTrackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1345s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1345 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1345 u0026mt 1729358182 u0026oweuc trackingParamsCIIEENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textOutro timeDescriptionruns text2459 h1 i ytimg com vi tooddaC14q4 hqdefault 1514800 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDk3OTp4C7K2m3q4zTYMkvGA0 vOQ width336 height188 onTapclickTrackingParamsCIEEENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v tooddaC14q4 u0026t 1499s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdtooddaC14q4 startTimeSeconds1499 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr3 sn 5hnekn7z googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id b68a1d75a0b5e2ae u0026ip 198 54 114 74 u0026osts 1499 u0026mt 1729358182 u0026oweuc trackingParamsCIEEENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse trackingParamsCP4DEJFaIhMI3qDSrfqaiQMVPJvCAR0reAHC styletypeHORIZONTAL CARD LIST STYLE TYPE ENGAGEMENT PANEL SECTION previousButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeCHEVRON LEFT 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section3Color4279441190 primaryTitleColor4293257983 secondaryTitleColor4288916428 iconActivatedColor4293257983 iconInactiveColor4285955219 section4Color4278980377 iconDisabledColor4064495705 vibrantColorPalettesection1Color4282338687 section2Color4281943410 section3Color4281548134 primaryTitleColor4293257983 secondaryTitleColor4290232805 iconActivatedColor4293257983 iconInactiveColor4285232281 section4Color4281087577 iconDisabledColor4063574604 useCustomColorstrue loggingDirectivestrackingParamsCPsDEO DByITCN6g0q36mokDFTybwgEdK3gBwg visibilitytypes12 enableDisplayloggerExperimenttrue searchVideoResultEntityKeyEgt0b29kZGFDMTRxNCDnAigB avatardecoratedAvatarViewModelavataravatarViewModelimagesources urlhttps yt3 ggpht com ytc AIdro l 8e7mZKjZn97 FkOX k44XP00R ezOxFzjLudXwENggQ s68 c k c0x00ffffff no rj width68 height68 avatarImageSizeAVATAR SIZE M a11yLabelGo to channel rendererContextcommandContextonTapinnertubeCommandclickTrackingParamsCPoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl MadhavThaker webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUC0 S HnWTDFaXgTbYSL46Ug canonicalBaseUrl MadhavThaker h1 G4MBc40rQ2k h1 i ytimg com vi G4MBc40rQ2k hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLClhbL7ICRbLE4A5e73 QgsI1jumA width360 height202 urlhttps i ytimg com vi G4MBc40rQ2k hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLCm7UVncTYvqc27mKxSlyRwrm7ELA width720 height404 Building a Recommendation System in Python Building a Recommendation System in Python by Spencer Pao 78 274 views 3 years ago 13 minutes 52 seconds longBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere 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navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere shortBylineTextruns textSpencer Pao navigationEndpointclickTrackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SpencerPaoHere webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCoCToADdJRd3u ACz4e iCw canonicalBaseUrl SpencerPaoHere trackingParamsCOkDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcJA6Yat6biuwMEb showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel78K views simpleText78K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCPkDEP6YBBgOIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue 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navigationEndpointclickTrackingParamsCMoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCCaAQMQ9CQ commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026pp ygU QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCA 3D webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s paramsqgM QnVpbGRpbmcgQSBTcG90aWZ5IFJlY29tbWVuZGF0aW9uIEVuZ2luZSBXaXRoIFB5dGhvbiBUVVRPUklBTCC6AwsIrsXXhdquh8W2AboDCgjphq3puK7AwRu6AwoIl zJxIbE7eJDugMLCP V7damrdK3jgG6AwoI6Oz4iMGM4YRYugMKCPGD3 Wp76mqfLoDJBIiUExQVVJFSHl4RWxnT1lQM0tTbTR6blUtaHVfSXVsTG1ScboDJBIiUExwektmaFVDMFRwNE5TbGZWR0RRd1hYakU4M3gyVXN5YroDJBIiUExab1RBRUxSTVhWTjdRR3BjdU4tVmczNUhnanAzaHR2aboDCwjjh7Wh0 27k cBugMkEiJQTE9NWWVHSmlmWHcwdzcySFFFVFFwRHNSTzM1UUxDZXlYugMKCPm uL3Hl KuFboDJBIiUExrel95MjRtbFNKWVdhX0pFanB0V3Z3WFRvTk5YSVhPcLoDCgi4jfXWlrCLnyu6AwoIifahyqeD2LtougMLCOyRkMDvz 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Velardo The Sound of AI navigationEndpointclickTrackingParamsCMoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl ValerioVelardoTheSoundofAI webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCZPFjMe1uRSirmSpznqvJfQ canonicalBaseUrl ValerioVelardoTheSoundofAI trackingParamsCMoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcJAy b9lMDRktOBAQ showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel40K views simpleText40K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCOIDEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCOIDEP6YBBgQIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdgaZKjAKfe0s listTypePLAYLIST EDIT LIST TYPE QUEUE 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watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc expandableMetadataexpandableMetadataRendererheadercollapsedTitleruns textIntro Types of music recommendation Spotify recommendation architecture What are we building User item matrix Alternating least squares Last fm dataset Package overview Data loader routine Artist retriever Implicit a collaborative filtering library Recommender implementation Running artist recommendations Join The Sound of AI Slack Community collapsedThumbnailthumbnails urlhttps i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 collapsedLabelruns text14 text chapters expandedTitleruns text14 text chapters in this video showLeadingCollapsedLabeltrue expandedContenthorizontalCardListRenderercards macroMarkersListItemRenderertitleruns textIntro timeDescriptionruns text000 h1 i ytimg com vi gaZKjAKfe0s hqdefault 15333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC2915w7SlEVZbWfZCmkaM Dq4Vxw width336 height188 onTapclickTrackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026mt 1729358182 u0026oweuc trackingParamsCN4DENDQBhgAIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textTypes of music recommendation timeDescriptionruns text028 h1 i ytimg com vi gaZKjAKfe0s hqdefault 28066 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLBWZvW06JaI9tnraPa2PwuVsJ7uWQ width336 height188 onTapclickTrackingParamsCN0DENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 28s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds28 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 28 u0026mt 1729358182 u0026oweuc trackingParamsCN0DENDQBhgBIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textSpotify recommendation architecture timeDescriptionruns text217 h1 i ytimg com vi gaZKjAKfe0s hqdefault 157933 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLDPus6Y6D7rRW40v9MTuFUfSpmzvQ width336 height188 onTapclickTrackingParamsCNwDENDQBhgCIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 137s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds137 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 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81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 401 u0026mt 1729358182 u0026oweuc trackingParamsCNkDENDQBhgFIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textLast fm dataset timeDescriptionruns text1350 h1 i ytimg com vi gaZKjAKfe0s hqdefault 857066 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAZ1XjUbJbwYOfWT aQx2oIe1bHmg width336 height188 onTapclickTrackingParamsCNgDENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 830s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds830 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 830 u0026mt 1729358182 u0026oweuc trackingParamsCNgDENDQBhgGIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textPackage overview timeDescriptionruns text1646 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1012300 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLC5F2L1ehzlDeZ8K5tInCtIajgpDQ width336 height188 onTapclickTrackingParamsCNcDENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1006s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1006 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1006 u0026mt 1729358182 u0026oweuc trackingParamsCNcDENDQBhgHIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textData loader routine timeDescriptionruns text1728 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1062133 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCDcXHIhd0JN8zJ9sG0C38FNjP15w width336 height188 onTapclickTrackingParamsCNYDENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1048s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1048 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1048 u0026mt 1729358182 u0026oweuc trackingParamsCNYDENDQBhgIIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textArtist retriever timeDescriptionruns text2030 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1232100 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAvArLFh03KqlAmc08HvhNGDNyW0A width336 height188 onTapclickTrackingParamsCNUDENDQBhgJIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1230s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1230 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1230 u0026mt 1729358182 u0026oweuc trackingParamsCNUDENDQBhgJIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textImplicit a collaborative filtering library timeDescriptionruns text2312 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1403833 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLACGh0AU9GyTb89s9WjeDbK SNpgA width336 height188 onTapclickTrackingParamsCNQDENDQBhgKIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1392s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1392 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1392 u0026mt 1729358182 u0026oweuc trackingParamsCNQDENDQBhgKIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textRecommender implementation timeDescriptionruns text2347 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1427333 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAF5lDXww9TjGOAQv0jvwIDaNcazQ width336 height188 onTapclickTrackingParamsCNMDENDQBhgLIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1427s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1427 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1427 u0026mt 1729358182 u0026oweuc trackingParamsCNMDENDQBhgLIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textRunning artist recommendations timeDescriptionruns text2755 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1679033 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLAMvqi2hAEFrhMLTn1frPlxvm4gZg width336 height188 onTapclickTrackingParamsCNIDENDQBhgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1675s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1675 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1675 u0026mt 1729358182 u0026oweuc trackingParamsCNIDENDQBhgMIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse macroMarkersListItemRenderertitleruns textJoin The Sound of AI Slack Community timeDescriptionruns text3035 h1 i ytimg com vi gaZKjAKfe0s hqdefault 1859433 jpg sqp oaymwEjCNACELwBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCNpVIkh pLsxI1O gnnecJeIr8dA width336 height188 onTapclickTrackingParamsCNEDENDQBhgNIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadataurl watch v gaZKjAKfe0s u0026t 1835s webPageTypeWEB PAGE TYPE WATCH rootVe3832 watchEndpointvideoIdgaZKjAKfe0s startTimeSeconds1835 watchEndpointSupportedOnesieConfightml5PlaybackOnesieConfigcommonConfigurlhttps rr1 sn 5hne6nzk googlevideo com initplayback source youtube u0026oeis 1 u0026c WEB u0026oad 3200 u0026ovd 3200 u0026oaad 11000 u0026oavd 11000 u0026ocs 700 u0026oewis 1 u0026oputc 1 u0026ofpcc 1 u0026msp 1 u0026odepv 1 u0026id 81a64a8c029f7b4b u0026ip 198 54 114 74 u0026osts 1835 u0026mt 1729358182 u0026oweuc trackingParamsCNEDENDQBhgNIhMI3qDSrfqaiQMVPJvCAR0reAHC layoutMACRO MARKERS LIST ITEM RENDERER LAYOUT VERTICAL isHighlightedfalse trackingParamsCM4DEJFaIhMI3qDSrfqaiQMVPJvCAR0reAHC styletypeHORIZONTAL CARD LIST STYLE TYPE ENGAGEMENT PANEL SECTION previousButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeCHEVRON LEFT trackingParamsCNADEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC nextButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeCHEVRON RIGHT trackingParamsCM8DEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC expandButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeEXPAND MORE trackingParamsCM0DEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC accessibilityDataaccessibilityDatalabelMore collapseButtonbuttonRendererstyleSTYLE DEFAULT sizeSIZE DEFAULT isDisabledfalse iconiconTypeEXPAND LESS trackingParamsCMwDEPBbIhMI3qDSrfqaiQMVPJvCAR0reAHC accessibilityDataaccessibilityDatalabelLess trackingParamsCMsDEO DByITCN6g0q36mokDFTybwgEdK3gBwg colorDatalightColorPalettesection1Color4294770683 section2Color4294179057 section3Color4293587687 primaryTitleColor4279441680 secondaryTitleColor4283525957 iconActivatedColor4281620771 iconInactiveColor4287999370 section4Color4293061597 iconDisabledColor4073775305 darkColorPalettesection1Color4280103700 section2Color4279641615 section3Color4279113994 primaryTitleColor4293787621 secondaryTitleColor4289711267 iconActivatedColor4293787621 iconInactiveColor4286090352 section4Color4278651909 iconDisabledColor4064958787 vibrantColorPalettesection1Color4282082600 section2Color4281620771 section3Color4281093150 primaryTitleColor4293787621 secondaryTitleColor4291751871 iconActivatedColor4293787621 iconInactiveColor4286159211 section4Color4280631065 iconDisabledColor4064037941 useCustomColorstrue loggingDirectivestrackingParamsCMsDEO DByITCN6g0q36mokDFTybwgEdK3gBwg visibilitytypes12 enableDisplayloggerExperimenttrue searchVideoResultEntityKeyEgtnYVpLakFLZmUwcyDnAigB avatardecoratedAvatarViewModelavataravatarViewModelimagesources urlhttps yt3 ggpht com ytc AIdro lL7M5U90wMOXJxiGKaNetxKTNoM V87gvsluWJI4Jo w s68 c k c0x00ffffff no rj width68 height68 avatarImageSizeAVATAR SIZE M a11yLabelGo to channel rendererContextcommandContextonTapinnertubeCommandclickTrackingParamsCMoDENwwGAAiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl ValerioVelardoTheSoundofAI webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCZPFjMe1uRSirmSpznqvJfQ canonicalBaseUrl ValerioVelardoTheSoundofAI h1 Q8W2IGiSdhc h1 i ytimg com vi Q8W2IGiSdhc hq720 jpg sqp oaymwEjCOgCEMoBSFryq4qpAxUIARUAAAAAGAElAADIQj0AgKJDeAE u0026rs AOn4CLCkVVqIF39XqNEzOtcSskpzhCnJXg width360 height202 urlhttps i ytimg com vi Q8W2IGiSdhc hq720 jpg sqp oaymwEXCNAFEJQDSFryq4qpAwkIARUAAIhCGAE u0026rs AOn4CLCNUVeoy4ds8u9KMcdjyrMnVSBqfg width720 height404 Spotify s music recommender algorithm How it works Spotify s music recommender algorithm How it works by Super Data Science ML u0026 AI Podcast with Jon Krohn 15 321 views 1 year ago 8 minutes 10 seconds longBylineTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn publishedTimeTextsimpleText1 year ago lengthTextaccessibilityaccessibilityDatalabel8 minutes 10 seconds simpleText810 viewCountTextsimpleText15 321 views navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcIyBnNlYXJjaFI 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shortBylineTextruns textSuper Data Science ML u0026 AI Podcast with Jon Krohn navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcJAl zJxIbE7eJD showActionMenufalse shortViewCountTextaccessibilityaccessibilityDatalabel15K views simpleText15K views menumenuRendereritems menuServiceItemRenderertextruns textAdd to queue iconiconTypeADD TO QUEUE TAIL serviceEndpointclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue signalServiceEndpointsignalCLIENT SIGNAL actions clickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC addToPlaylistCommandopenMiniplayertrue videoIdQ8W2IGiSdhc listTypePLAYLIST EDIT LIST TYPE QUEUE onCreateListCommandclickTrackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 playlist create createPlaylistServiceEndpointvideoIds Q8W2IGiSdhc paramsCAQ 3D videoIds Q8W2IGiSdhc trackingParamsCMkDEP6YBBgMIhMI3qDSrfqaiQMVPJvCAR0reAHC menuServiceItemRenderertextruns textShare iconiconTypeSHARE serviceEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadatasendPosttrue apiUrl youtubei v1 share get share panel shareEntityServiceEndpointserializedShareEntityCgtROFcySUdpU2RoYw 3D 3D commands clickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI openPopupActionpopupunifiedSharePanelRenderertrackingParamsCMgDEI5iIhMI3qDSrfqaiQMVPJvCAR0reAHC showLoadingSpinnertrue popupTypeDIALOG beReusedtrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI hasSeparatortrue trackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI accessibilityaccessibilityDatalabelAction menu channelThumbnailSupportedRendererschannelThumbnailWithLinkRendererthumbnailthumbnails urlhttps yt3 ggpht com gStdVs4b9yhKqi61RoqVS V72mbl cATrQlIsPQtN5B2VpT1wkKiGwjbFsNtuTAsSpAPynYLBw s68 c k c0x00ffffff no rj width68 height68 navigationEndpointclickTrackingParamsCMUDENwwGAEiEwjeoNKt pqJAxU8m8IBHSt4AcI commandMetadatawebCommandMetadataurl SuperDataScienceWithJonKrohn webPageTypeWEB PAGE TYPE CHANNEL rootVe3611 apiUrl youtubei v1 browse browseEndpointbrowseIdUCMbtqTGdSsxYYhhTpV4lSTQ canonicalBaseUrl SuperDataScienceWithJonKrohn accessibilityaccessibilityDatalabelGo to channel thumbnailOverlays thumbnailOverlayTimeStatusRenderertextaccessibilityaccessibilityDatalabel8 minutes 10 seconds simpleText810 styleDEFAULT thumbnailOverlayToggleButtonRendererisToggledfalse untoggledIconiconTypeWATCH LATER toggledIconiconTypeCHECK untoggledTooltip New play

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