Large Language Models (LLMs)
4.0
(2)
25 learners
What you'll learn
- Analyze case studies to identify core principles
- Apply theoretical frameworks to real-world scenarios
- Evaluate evidence to support arguments
- Synthesize information from multiple sources
This course includes
- 34.5 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 20 lessons • 34.5 hours of video
Large Language Models (LLMs)
20 lessons
• 31.5 hours
Large Language Models (LLMs)
20 lessons
• 31.5 hours
- Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 7 - Attention, Final Projects and LLM Intro 01:17:44
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 10 - Post-training by Archit Sharma 01:19:42
- Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 11 - Benchmarking by Yann Dubois 01:24:24
- Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 12 - Efficient Training, Shikhar Murty 01:02:32
- Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 1: Overview and Tokenization 01:18:59
- Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 4 - Latent Space & Guidance 01:40:58
- Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 3 - Flow matching 01:47:34
- Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 2 - Score matching 01:48:48
- Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 1 - Diffusion 01:46:26
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 9 - Recap & Current Trends 01:51:31
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 8 - LLM Evaluation 01:49:25
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 7 - Agentic LLMs 01:49:23
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 6 - LLM Reasoning 01:47:10
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 5 - LLM tuning 01:47:42
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM Training 01:47:27
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 2 - Transformer-Based Models & Tricks 01:47:20
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 1 - Transformer 01:41:59
- Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 3 - Tranformers & Large Language Models 01:48:45
- Stanford CS25: V5 I On the Biology of a Large Language Model, Josh Batson of Anthropic 01:12:32
- Stanford CS25: V5 I Large Language Model Reasoning, Denny Zhou of Google Deepmind 01:06:07
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