![Stanford Online]({"thumbnails":[{"url":"https://i.ytimg.com/vi/zsBjAuexPq4/hqdefault.jpg?sqp=-oaymwEmCKgBEF5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLDLcz7tkm0OWMHHm4ZEcG9q23cCWA","width":168,"height":94},{"url":"https://i.ytimg.com/vi/zsBjAuexPq4/hqdefault.jpg?sqp=-oaymwEmCMQBEG5IWvKriqkDGQgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAE=&rs=AOn4CLD4Zthk6iEZ2zTiCFlYO4iuFurE4A","width":196,"height":110},{"url":"https://i.ytimg.com/vi/zsBjAuexPq4/hqdefault.jpg?sqp=-oaymwEnCPYBEIoBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCBGFq8hVtB9mRkYWbfgn9bTUVvtQ","width":246,"height":138},{"url":"https://i.ytimg.com/vi/zsBjAuexPq4/hqdefault.jpg?sqp=-oaymwEnCNACELwBSFryq4qpAxkIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB&rs=AOn4CLCTZegGZpnhQ7fWrYgtLUYq6BXSVA","width":336,"height":188},{"url":"https://i.ytimg.com/vi_webp/zsBjAuexPq4/maxresdefault.webp","width":1920,"height":1080}]})
Transcripts of Stanford Online - 24 Videos
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About Stanford Online Transcripts
Browse and read full transcripts from Stanford Online's videos. We've transcribed 24 videos with a total of 196.2K words. Perfect for studying, referencing, or catching up on content you might have missed.
![Stanford CS229 I Machine Learning I Building Large Language Models (LLMs)]({"thumbnails":[{"url":"https://i.ytimg.com/vi/9vM4p9NN0Ts/hqdefault.jpg?sqp=-oaymwFACKgBEF5IWvKriqkDMwgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAHwAQH4Af4JgALQBYoCDAgAEAEYZSBlKFgwDw==&rs=AOn4CLCXgi9mp2Wnyra8Nrs64qF0r7Jhwg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/9vM4p9NN0Ts/hqdefault.jpg?sqp=-oaymwFACMQBEG5IWvKriqkDMwgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAHwAQH4Af4JgALQBYoCDAgAEAEYZSBlKFgwDw==&rs=AOn4CLA7Im5mdn7MBQ64KRm0V-TU7aR4Fg","width":196,"height":110},{"url":"https://i.ytimg.com/vi/9vM4p9NN0Ts/hqdefault.jpg?sqp=-oaymwFBCPYBEIoBSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgZShYMA8=&rs=AOn4CLBNa4k3k2La2aVQWBZYNnflAC3lVQ","width":246,"height":138},{"url":"https://i.ytimg.com/vi/9vM4p9NN0Ts/hqdefault.jpg?sqp=-oaymwFBCNACELwBSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgZShYMA8=&rs=AOn4CLDz7cQAnJnSTLgXv5EQP3RLgwkMoQ","width":336,"height":188},{"url":"https://i.ytimg.com/vi/9vM4p9NN0Ts/maxresdefault.jpg?sqp=-oaymwEmCIAKENAF8quKqQMa8AEB-AH-CYAC0AWKAgwIABABGGUgZShYMA8=&rs=AOn4CLB9dcbOkEQKsKH0M0OwJhCrYO6E7w","width":1920,"height":1080}]})
![Stanford CS224N NLP with Deep Learning | 2023 | Lecture 14 - Insights between NLP and Linguistics]({"thumbnails":[{"url":"https://i.ytimg.com/vi/NvIWF82Fw4E/hqdefault.jpg?sqp=-oaymwFACKgBEF5IWvKriqkDMwgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAHwAQH4Af4JgALQBYoCDAgAEAEYZSBPKEQwDw==&rs=AOn4CLBOC0aMYY0_Zvp--_WPYD2R__jjBQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/NvIWF82Fw4E/hqdefault.jpg?sqp=-oaymwFACMQBEG5IWvKriqkDMwgBFQAAiEIYAdgBAeIBCggYEAIYBjgBQAHwAQH4Af4JgALQBYoCDAgAEAEYZSBPKEQwDw==&rs=AOn4CLD6gaXyKWt90xry00YELMVk_C57zQ","width":196,"height":110},{"url":"https://i.ytimg.com/vi/NvIWF82Fw4E/hqdefault.jpg?sqp=-oaymwFBCPYBEIoBSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgTyhEMA8=&rs=AOn4CLDN_s4GXffmKf3bOkZTzJ4UyN1VLQ","width":246,"height":138},{"url":"https://i.ytimg.com/vi/NvIWF82Fw4E/hqdefault.jpg?sqp=-oaymwFBCNACELwBSFryq4qpAzMIARUAAIhCGAHYAQHiAQoIGBACGAY4AUAB8AEB-AH-CYAC0AWKAgwIABABGGUgTyhEMA8=&rs=AOn4CLDfX6JIpSnWCwrvrkjRMOsNM7kb1Q","width":336,"height":188},{"url":"https://i.ytimg.com/vi/NvIWF82Fw4E/maxresdefault.jpg?sqp=-oaymwEmCIAKENAF8quKqQMa8AEB-AH-CYAC0AWKAgwIABABGGUgTyhEMA8=&rs=AOn4CLATtbZyA8kJs_rAMielRotmdQKSTA","width":1920,"height":1080}]})
![Andrew Ng: Opportunities in AI - 2023]({"thumbnails":[{"url":"https://i.ytimg.com/vi/5p248yoa3oE/hqdefault.jpg?sqp=-oaymwE8CKgBEF5IWvKriqkDLwgBFQAAAAAYASUAAMhCPQCAokN4AfABAfgB_gmAAtAFigIMCAAQARh_IDooFzAP&rs=AOn4CLD29FmBePIrFDPKxPuAEAfPh4Yb3g","width":168,"height":94},{"url":"https://i.ytimg.com/vi/5p248yoa3oE/hqdefault.jpg?sqp=-oaymwE8CMQBEG5IWvKriqkDLwgBFQAAAAAYASUAAMhCPQCAokN4AfABAfgB_gmAAtAFigIMCAAQARh_IDooFzAP&rs=AOn4CLDcEGRhBdxIcR232flff2f-1roZqw","width":196,"height":110},{"url":"https://i.ytimg.com/vi/5p248yoa3oE/hqdefault.jpg?sqp=-oaymwE9CPYBEIoBSFryq4qpAy8IARUAAAAAGAElAADIQj0AgKJDeAHwAQH4Af4JgALQBYoCDAgAEAEYfyA6KBcwDw==&rs=AOn4CLBR1e6vXsLqcRyGjFUjsQUb-fcY4A","width":246,"height":138},{"url":"https://i.ytimg.com/vi/5p248yoa3oE/hqdefault.jpg?sqp=-oaymwE9CNACELwBSFryq4qpAy8IARUAAAAAGAElAADIQj0AgKJDeAHwAQH4Af4JgALQBYoCDAgAEAEYfyA6KBcwDw==&rs=AOn4CLAsPUGym7dBJ35rA78LoDJ_mdLv3Q","width":336,"height":188},{"url":"https://i.ytimg.com/vi/5p248yoa3oE/maxresdefault.jpg?sqp=-oaymwEmCIAKENAF8quKqQMa8AEB-AH-CYAC0AWKAgwIABABGH8gOigXMA8=&rs=AOn4CLCPJZ_My3KDZU9lGNSHpRSPEETcEQ","width":1920,"height":1080}]})
![Statistical Learning: 6.1 Introduction and Best Subset Selection]({"thumbnails":[{"url":"https://i.ytimg.com/vi/nsv5rEV3mVI/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGEwgSChZMA8=&rs=AOn4CLCwNjxr1_48d_OOeBadZN2sud2pzA","width":168,"height":94},{"url":"https://i.ytimg.com/vi/nsv5rEV3mVI/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGEwgSChZMA8=&rs=AOn4CLDvY50yVZxnWlkoSEUgGhcSpXwSlg","width":196,"height":110},{"url":"https://i.ytimg.com/vi/nsv5rEV3mVI/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhMIEgoWTAP&rs=AOn4CLBiY6ZY2PJy5JLgR-GXjk-acli_4w","width":246,"height":138},{"url":"https://i.ytimg.com/vi/nsv5rEV3mVI/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhMIEgoWTAP&rs=AOn4CLDjbrbF9bcIemHjAcRrFzEcj5IRxw","width":336,"height":188}]})
![Statistical Learning: 6.2 Stepwise Selection]({"thumbnails":[{"url":"https://i.ytimg.com/vi/ynXq-Gw1xfE/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGEsgRyhZMA8=&rs=AOn4CLDP_NFO8KYPoeG8CeNjN_oH2SN8bg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/ynXq-Gw1xfE/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGEsgRyhZMA8=&rs=AOn4CLB7mDAGpcKLNFvYh8pwgQzu0tjBxQ","width":196,"height":110},{"url":"https://i.ytimg.com/vi/ynXq-Gw1xfE/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhLIEcoWTAP&rs=AOn4CLD8e5n57VYkwKn_eA4w-12TzCXQUA","width":246,"height":138},{"url":"https://i.ytimg.com/vi/ynXq-Gw1xfE/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhLIEcoWTAP&rs=AOn4CLCIC8iCdQkbdqW3gE4kYJpqCtLTkw","width":336,"height":188}]})
![Statistical Learning: 6.3 Backward stepwise selection]({"thumbnails":[{"url":"https://i.ytimg.com/vi/c5aI9cowjRI/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGGUgZShlMA8=&rs=AOn4CLD3CJJYKcmTrGdrJsLvPK1S0DMTbg","width":168,"height":94},{"url":"https://i.ytimg.com/vi/c5aI9cowjRI/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGGUgZShlMA8=&rs=AOn4CLCb0S6EkRSLOh2iyAyCKEtrvRxeLA","width":196,"height":110},{"url":"https://i.ytimg.com/vi/c5aI9cowjRI/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhlIGUoZTAP&rs=AOn4CLAZSuzGhgUAve7Oz7pc5Fqd8Z1fqw","width":246,"height":138},{"url":"https://i.ytimg.com/vi/c5aI9cowjRI/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhlIGUoZTAP&rs=AOn4CLAVHSj1dE9LG2FEitosPxJgSSX7AA","width":336,"height":188}]})
![Statistical Learning: 6.4 Estimating test error]({"thumbnails":[{"url":"https://i.ytimg.com/vi/48P-oV6cH44/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGEsgRihZMA8=&rs=AOn4CLC0d98wN0X07wlKvNWMKPPotCWgQw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/48P-oV6cH44/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGEsgRihZMA8=&rs=AOn4CLAdL_zU0Ef_XaI_wl6V1e5gbbZKzQ","width":196,"height":110},{"url":"https://i.ytimg.com/vi/48P-oV6cH44/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhLIEYoWTAP&rs=AOn4CLD2HJe23MI7yeJDWv0zgVLSL0I7Zg","width":246,"height":138},{"url":"https://i.ytimg.com/vi/48P-oV6cH44/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhLIEYoWTAP&rs=AOn4CLDAu261Em9QmNfXfCqvcaxm8QLg3g","width":336,"height":188}]})
![Statistical Learning: 6.5 Validation and cross validation]({"thumbnails":[{"url":"https://i.ytimg.com/vi/mzb5Xs58bb0/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGFMgSyhlMA8=&rs=AOn4CLBkIZVa7eOokmdgeFDBjtPy-br6sw","width":168,"height":94},{"url":"https://i.ytimg.com/vi/mzb5Xs58bb0/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGFMgSyhlMA8=&rs=AOn4CLDEJBUcl7rIdHA9Rg2AskJugrIUCQ","width":196,"height":110},{"url":"https://i.ytimg.com/vi/mzb5Xs58bb0/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhTIEsoZTAP&rs=AOn4CLBMW-wbL2-3Edjd_MErePo1r3_5Hw","width":246,"height":138},{"url":"https://i.ytimg.com/vi/mzb5Xs58bb0/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhTIEsoZTAP&rs=AOn4CLDNM2Yl0O04_5GewbnKWaHRm6iU7g","width":336,"height":188}]})
![Statistical Learning: 6.6 Shrinkage methods and ridge regression]({"thumbnails":[{"url":"https://i.ytimg.com/vi/lLlG5xkyqIA/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGGUgZShlMA8=&rs=AOn4CLA_XXctJkP7CcVh6kW4qnSOTMBpAA","width":168,"height":94},{"url":"https://i.ytimg.com/vi/lLlG5xkyqIA/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGGUgZShlMA8=&rs=AOn4CLAPaeoQDsrDy9A53t2LNdRsZCp--g","width":196,"height":110},{"url":"https://i.ytimg.com/vi/lLlG5xkyqIA/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhlIGUoZTAP&rs=AOn4CLC_jr-epw-2s0na90bQmXIh92JSsA","width":246,"height":138},{"url":"https://i.ytimg.com/vi/lLlG5xkyqIA/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhlIGUoZTAP&rs=AOn4CLDd5z4wAlksfsEtBlSl7StZG46v7Q","width":336,"height":188}]})
![Statistical Learning: 6.7 The Lasso]({"thumbnails":[{"url":"https://i.ytimg.com/vi/0tfPuddPhEY/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGFYgUChlMA8=&rs=AOn4CLD3YdgqamzkP-ZtS1grzp-DTt5itQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/0tfPuddPhEY/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGFYgUChlMA8=&rs=AOn4CLBCjT7YzHhmHUSkLQsWUumJyQB32Q","width":196,"height":110},{"url":"https://i.ytimg.com/vi/0tfPuddPhEY/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhWIFAoZTAP&rs=AOn4CLDHJek5fbFkwY1z1pOCc8ckB8ARmg","width":246,"height":138},{"url":"https://i.ytimg.com/vi/0tfPuddPhEY/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhWIFAoZTAP&rs=AOn4CLAN-6kry0Nd9xJmdF9O1t0QCRBZpA","width":336,"height":188}]})
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