Deepwatch

Courses, Stanford Online

Large Language Models (LLMs)

30 lectures, 48 hr 33 min in all

Explore the cutting-edge realm of Large Language Models (LLMs) with this expertly curated YouTube playlist. Featuring insights from industry leaders, educational content, and in-depth discussions, this selection highlights the latest advancements in LLM technology.

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  1. 1
    Stanford CME295 Transformers & LLMs | Autumn 2026 | Lecture 4 - Reinforcement Learning with LLMs

    1 hr 43

  2. 2
    Stanford CME295 Transformers & LLMs | Autumn 2026 | Lecture 3 - LLM training

    1 hr 45

  3. 3
    Stanford CME295 Transformers & LLMs | Autumn 2026 | Lecture 2 - Large Language Models

    1 hr 43

  4. 4
    Stanford CME295 Transformers & LLMs | Autumn 2026 | Lecture 1 - Transformers

    1 hr 44

  5. 5
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 8 - Trending Topics

    1 hr 50

  6. 6
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 7 - Evaluation

    1 hr 41

  7. 7
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 6 - Model Training

    1 hr 41

  8. 8
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 5 - Architectures

    1 hr 46

  9. 9
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 4 - Latent Space & Guidance

    1 hr 41

  10. 10
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 3 - Flow matching

    1 hr 48

  11. 11
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 2 - Score matching

    1 hr 49

  12. 12
    Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 1 - Diffusion

    1 hr 46

  13. 13
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 9 - Recap & Current Trends

    1 hr 52

  14. 14
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 8 - LLM Evaluation

    1 hr 49

  15. 15
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 7 - Agentic LLMs

    1 hr 49

  16. 16
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 6 - LLM Reasoning

    1 hr 47

  17. 17
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 5 - LLM tuning

    1 hr 48

  18. 18
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM Training

    1 hr 47

  19. 19
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 2 - Transformer-Based Models & Tricks

    1 hr 47

  20. 20
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 1 - Transformer

    1 hr 42

  21. 21
    Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 3 - Tranformers & Large Language Models

    1 hr 49

  22. 22
    Stanford CS25: V5 I On the Biology of a Large Language Model, Josh Batson of Anthropic

    1 hr 13

  23. 23
    Stanford CS25: V5 I Large Language Model Reasoning, Denny Zhou of Google Deepmind

    1 hr 06

  24. 24
    Stanford CS336 Language Modeling from Scratch | Spring 2025 | Lecture 1: Overview and Tokenization

    1 hr 19

  25. 25
    Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 12 - Efficient Training, Shikhar Murty

    1 hr 03

  26. 26
    Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 11 - Benchmarking by Yann Dubois

    1 hr 24

  27. 27
    Stanford CS224N: NLP with Deep Learning | Spring 2024 | Lecture 10 - Post-training by Archit Sharma

    1 hr 20

  28. 28
    Stanford CS224N: NLP w/ DL | Spring 2024 | Lecture 7 - Attention, Final Projects and LLM Intro

    1 hr 18

  29. 29
    Stanford Webinar - Large Language Models Get the Hype, but Compound Systems Are the Future of AI

    58 min

  30. 30
    Stanford CS229 I Machine Learning I Building Large Language Models (LLMs)

    1 hr 45