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CS224N: Natural Language Processing with Deep Learning | Winter 2019
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Last updated on May 2, 2019
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Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 1 – Introduction and Word Vectors
by
stanfordonline
1:21:52
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 2 – Word Vectors and Word Senses
by
stanfordonline
1:20:44
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 3 – Neural Networks
by
stanfordonline
1:18:51
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 4 – Backpropagation
by
stanfordonline
1:22:15
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 5 – Dependency Parsing
by
stanfordonline
1:20:22
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 6 – Language Models and RNNs
by
stanfordonline
1:08:25
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 7 – Vanishing Gradients, Fancy RNNs
by
stanfordonline
1:13:23
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 8 – Translation, Seq2Seq, Attention
by
stanfordonline
1:16:57
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 9 – Practical Tips for Projects
by
stanfordonline
1:22:40
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 10 – Question Answering
by
stanfordonline
1:21:01
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 11 – Convolutional Networks for NLP
by
stanfordonline
1:20:19
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 12 – Subword Models
by
stanfordonline
1:15:30
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 13 – Contextual Word Embeddings
by
stanfordonline
1:20:19
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 14 – Transformers and Self-Attention
by
stanfordonline
53:48
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 15 – Natural Language Generation
by
stanfordonline
1:19:37
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 16 – Coreference Resolution
by
stanfordonline
1:19:21
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 17 – Multitask Learning
by
stanfordonline
1:11:54
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 18 – Constituency Parsing, TreeRNNs
by
stanfordonline
1:20:38
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 19 – Bias in AI
by
stanfordonline
56:03
Stanford CS224N: NLP with Deep Learning | Winter 2019 | Lecture 20 – Future of NLP + Deep Learning
by
stanfordonline
1:19:15
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