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llm: videos

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  1. Introducing Voxacon: A Laracon Virtual Watch Party and PuzzleMatt StaufferNotes
  2. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 8 - Trending TopicsLarge Language Models (LLMs)Notes
  3. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 7 - EvaluationLarge Language Models (LLMs)Notes
  4. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 6 - Model TrainingLarge Language Models (LLMs)Notes
  5. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 5 - ArchitecturesLarge Language Models (LLMs)Notes
  6. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 4 - Latent Space & GuidanceLarge Language Models (LLMs)Notes
  7. Readthrough: How Will LLMs Transform Us? AI as a Tool in the Future of DevelopmentMatt StaufferNotes
  8. Readthrough: How to Expertly Use LLMs in Development WorkflowsMatt StaufferNotes
  9. Readthrough: Why Developers Should – and Shouldn’t – Use LLMs in Our DevelopmentMatt StaufferNotes
  10. Readthrough: What Even Is “AI”? Defining Key Terms in Plain LanguageMatt StaufferNotes
  11. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 3 - Flow matchingLarge Language Models (LLMs)Notes
  12. Readthrough: A Pragmatic Look at AI and LLMs in Software Development WorkflowsMatt StaufferNotes
  13. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 2 - Score matchingLarge Language Models (LLMs)Notes
  14. Stanford CME296 Diffusion & Large Vision Models | Spring 2026 | Lecture 1 - DiffusionLarge Language Models (LLMs)Notes
  15. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 9 - Recap & Current TrendsLarge Language Models (LLMs)Notes
  16. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 8 - LLM EvaluationLarge Language Models (LLMs)Notes
  17. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 7 - Agentic LLMsLarge Language Models (LLMs)Notes
  18. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 6 - LLM ReasoningLarge Language Models (LLMs)Notes
  19. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 5 - LLM tuningLarge Language Models (LLMs)Notes
  20. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 4 - LLM TrainingLarge Language Models (LLMs)Notes
  21. Stanford CME295 Transformers & LLMs | Autumn 2025 | Lecture 2 - Transformer-Based Models & TricksLarge Language Models (LLMs)Notes
  22. Lecture 14 - REINFORCE | Reinforcement Learning Phase|Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  23. Lecture 13 - Policy Gradient Methods | Reinforcement Learning Phase | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  24. Lecture 12 - Policy Control using Value Function Approximation | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  25. Lecture 11 - Function Approximation Methods|Reinforcement Learning Phase|Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  26. Lecture 10 -Temporal Difference Control | Reinforcement Learning Phase | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  27. Lecture 9 - Temporal Difference Prediction|Reinforcement Learning Phase| Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  28. Lecture 8 - Monte Carlo Methods | Reinforcement Learning Phase | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  29. Lecture 7 - Dynamic Programming | Reinforcement Learning Phase | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  30. Lecture 6 - Value Functions | Reinforcement Learning | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  31. Adv. LLM Agents MOOC | UC Berkeley CS294-280 Sp25 | Towards Safe & Secure Agentic AI by Dawn SongAdvanced LLM Agents MOOC Spring 2025Notes
  32. Lecture 5 - Markov Decision Processes | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  33. Adv. LLM Agents MOOC | UC Berkeley Sp25 | Abstraction, Discovery w/ LLM Agents by Swarat ChaudhuriAdvanced LLM Agents MOOC Spring 2025Notes
  34. Lecture 4b - Multi-Arm Bandits | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  35. Adv. LLM Agents MOOC | UC Berkeley CS294-280 Sp25 | Informal+Formal MathReasoning by Sean WelleckAdvanced LLM Agents MOOC Spring 2025Notes
  36. Lecture 4 - Reinforcement Learning - Basics | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  37. Lecture 3 - Verifiers - Beam Search | Reasoning LLMs from ScratchReasoning LLMs from ScratchNotes
  38. Adv. LLM Agents MOOC | UC Berkeley Sp25 | LMs for Autoformalization+Theorem Proving by Kaiyu YangAdvanced LLM Agents MOOC Spring 2025Notes
  39. Build an LLM from Scratch 7: Instruction FinetuningBuild a Large Language Model (From Scratch)Notes
  40. Build an LLM from Scratch 6: Finetuning for ClassificationBuild a Large Language Model (From Scratch)Notes
  41. Lecture 2 - Chain of Thought Reasoning | Reasoning LLMs from Scratch SeriesReasoning LLMs from ScratchNotes
  42. Adv. LLM Agents MOOC | UC Berkeley CS294-280 Sp25 | AlphaProof RL Meets Formal Math by Thomas HubertAdvanced LLM Agents MOOC Spring 2025Notes
  43. Lecture 1 - Reasoning LLMs from Scratch - Series IntroductionReasoning LLMs from ScratchNotes
  44. Build an LLM from Scratch 5: Pretraining on Unlabeled DataBuild a Large Language Model (From Scratch)Notes
  45. Adv. LLM Agents MOOC | UC Berkeley Sp25 | Multimodal Agents – Perception to Action by Caiming XiongAdvanced LLM Agents MOOC Spring 2025Notes
  46. Build an LLM from Scratch 4: Implementing a GPT model from Scratch To Generate TextBuild a Large Language Model (From Scratch)Notes
  47. Build an LLM from Scratch 3: Coding attention mechanismsBuild a Large Language Model (From Scratch)Notes
  48. Adv. LLM Agents MOOC | UC Berkeley Sp25 | Multimodal Autonomous AI Agents by Ruslan SalakhutdinovAdvanced LLM Agents MOOC Spring 2025Notes
  49. Adv. LLM Agents MOOC | UC Berkeley Sp25 | Code Agents & AI Vulnerability Detection by Charles SuttonAdvanced LLM Agents MOOC Spring 2025Notes
  50. Adv. LLM Agents MOOC | UC Berkeley Sp25 | Open Training Recipes: LLM Reasoning by Hanna HajishirziAdvanced LLM Agents MOOC Spring 2025Notes

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