Stanford CS224N: Natural Language Processing with Deep Learning | Winter 2021
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34 learners
What you'll learn
This course includes
- 31.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 23 lessons • 31.5 hours of video
Stanford CS224N: Natural Language Processing with Deep Learning | Winter 2021
23 lessons
• 31.5 hours
Stanford CS224N: Natural Language Processing with Deep Learning | Winter 2021
23 lessons
• 31.5 hours
- Stanford CS224N: NLP with Deep Learning | Winter 2021 | Lecture 1 - Intro & Word Vectors 01:24:27
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 2 - Neural Classifiers 01:15:18
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 3 - Backprop and Neural Networks 01:22:29
- Stanford CS224N - NLP w/ DL | Winter 2021 | Lecture 4 - Syntactic Structure and Dependency Parsing 01:21:22
- Stanford CS224N - NLP w/ DL | Winter 2021 | Lecture 5 - Recurrent Neural networks (RNNs) 01:19:18
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 6 - Simple and LSTM RNNs 01:21:38
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 7 - Translation, Seq2Seq, Attention 01:18:55
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 12 - Question Answering 01:51:53
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 13 - Coreference Resolution 01:21:46
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 15 - Add Knowledge to Language Models 01:17:25
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 17 - Model Analysis and Explanation 01:17:11
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 18 - Future of NLP + Deep Learning 01:20:06
- Stanford CS224N: NLP with Deep Learning | Winter 2020 | Low Resource Machine Translation 01:15:46
- Stanford CS224N: NLP with Deep Learning | Winter 2020 | BERT and Other Pre-trained Language Models 54:29
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 8 - Final Projects; Practical Tips 01:20:58
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 9 - Self- Attention and Transformers 01:16:57
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 10 - Transformers and Pretraining 01:21:46
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 12 - Natural Language Generation 01:17:27
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 14 - T5 and Large Language Models 01:35:14
- Stanford CS224N NLP with Deep Learning | Winter 2021 | Lecture 16 - Social & Ethical Considerations 01:51:15
- Stanford CS224N I NLP with Deep Learning | Spring 2022 | Socially Intelligent NLP Systems 01:28:29
- Stanford CS224N NLP with Deep Learning |Spring 2022|Guest Lecture: Building Knowledge Representation 01:22:12
- Stanford CS224N NLP with Deep Learning | Spring 2022 | Guest Lecture: Scaling Language Models 01:14:50
