![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}]})
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![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}]})
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![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}]})
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![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}]})
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![Statistical Learning: 6.8 Tuning parameter selection]({"thumbnails":[{"url":"https://i.ytimg.com/vi/KV1Kt6I8rYs/hqdefault.jpg?sqp=-oaymwE1CKgBEF5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGGUgZShlMA8=&rs=AOn4CLDTLPlX7U25AZV3CJM4wQZWccO2NQ","width":168,"height":94},{"url":"https://i.ytimg.com/vi/KV1Kt6I8rYs/hqdefault.jpg?sqp=-oaymwE1CMQBEG5IVfKriqkDKAgBFQAAiEIYAXABwAEG8AEB-AH-BIAC6AKKAgwIABABGGUgZShlMA8=&rs=AOn4CLD0FkMG8_xY4u9vep58ZbqErVCJcQ","width":196,"height":110},{"url":"https://i.ytimg.com/vi/KV1Kt6I8rYs/hqdefault.jpg?sqp=-oaymwE2CPYBEIoBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhlIGUoZTAP&rs=AOn4CLArEJicWawDcK71xTL7phoWhDGb2Q","width":246,"height":138},{"url":"https://i.ytimg.com/vi/KV1Kt6I8rYs/hqdefault.jpg?sqp=-oaymwE2CNACELwBSFXyq4qpAygIARUAAIhCGAFwAcABBvABAfgB_gSAAugCigIMCAAQARhlIGUoZTAP&rs=AOn4CLC4ZwI5ZAMr0Y_EVAYlkzQgn1oabA","width":336,"height":188}]})
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