Stanford CS224N Natural Language Processing with Deep Learning I Spring 2024 I Professor Christopher Manning
Master NLP and Deep Learning with Stanford's CS224N: Dive into word vectors, neural networks, transformers, and more. Transform language processing with cutting-edge lectures and tutorials. Unleash AI innovation with expert insights and practical skills!
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5 learners
What you'll learn
- Understand the fundamentals of natural language processing with deep learning techniques
- Apply word vectors and language models to analyze textual data
- Implement and train neural networks and sequence-to-sequence models
- Explore advanced topics like self-attention, transformers, and brain-computer interfaces
This course includes
- 27.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 11 lessons • 27.5 hours of video
NLP and Deep Learning: Stanford's Advanced Course Spring 2024
11 lessons
• 13.5 hours
NLP and Deep Learning: Stanford's Advanced Course Spring 2024
11 lessons
• 13.5 hours
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 1 - Intro and Word Vectors 01:20:17
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 2 - Word Vectors and Language Models 01:19:12
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 3 - Backpropagation, Neural Network 01:13:27
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 4 - Dependency Parsing 01:18:57
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 5 - Recurrent Neural Networks 01:18:52
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 6 - Sequence to Sequence Models 01:17:09
- Stanford CS224N: NLP w/ DL| Spring 2024 | Lecture 13 - Brain-Computer Interfaces, Chaofei Fan 01:12:49
- Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 14 - Reasoning and Agents by Shikhar Murty 01:03:42
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 15 - After DPO by Nathan Lambert 01:08:57
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 16 - ConvNets and TreeRNNs 01:11:56
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 18 - NLP, Linguistics, Philosophy 01:16:27
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