NLP with Deep Learning (Stanford CS224N)
Advanced Computer Science by Zafar Mahmood. 11 lectures, 12.7 hours. Covers: natural language processing word vectors transformers attention language models.
Lectures
- Stanford CS224N NLP with Deep Learning | 2023 | Lecture 8 - Self-Attention and Transformers · 1 h 17 min
- Stanford CS224N NLP with Deep Learning | 2023 | Lecture 9 - Pretraining · 1 h 19 min
- Stanford CS224N | 2023 | Lecture 10 - Prompting, Reinforcement Learning from Human Feedback · 1 h 16 min
- Stanford CS224N NLP with Deep Learning | 2023 | Lecture 11 - Natural Language Generation · 1 h 18 min
- Stanford CS224N NLP with Deep Learning | 2023 | Lecture 14 - Insights between NLP and Linguistics · 1 h 20 min
- Stanford CS224N NLP with Deep Learning | 2023 | Lecture 15 - Code Generation · 1 h 18 min
- Stanford CS224N NLP with Deep Learning | 2023 | Lecture 16 - Multimodal Deep Learning, Douwe Kiela · 1 h 18 min
- Stanford CS224N NLP with Deep Learning | 2023 | Lec. 19 - Model Interpretability & Editing, Been Kim · 1 h 12 min
- Stanford CS224N NLP with Deep Learning | 2023 | Python Tutorial, Manasi Sharma · 47 min
- Stanford CS224N NLP with Deep Learning | 2023 | PyTorch Tutorial, Drew Kaul · 47 min
- Stanford CS224N NLP with Deep Learning | 2023 | Hugging Face Tutorial, Eric Frankel · 48 min
Quick explainers
- What is NLP (Natural Language Processing)? · 10 min
- Natural Language Processing In 5 Minutes | What Is NLP And How Does It Work? | Simplilearn · 5 min
- Natural Language Processing: Crash Course AI #7 · 13 min
- Deep Learning Explained Simply (In 14 Minutes) · 14 min
- AI, Machine Learning, Deep Learning and Generative AI Explained · 10 min
- Understanding AI Concepts: Machine Learning, Gen AI, NLP, & More · 6 min
- What are Word Embeddings? · 9 min
- Deep Learning | What is Deep Learning? | Deep Learning Tutorial For Beginners | 2026 | Simplilearn · 6 min
- Machine Learning Explained in 100 Seconds · 3 min
- Language Processing with BERT: The 3 Minute Intro (Deep learning for NLP) · 6 min