Example Curriculum
Reasoning Models
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- Introduction (3:40)
- A Note On The Next Two Lessons
- Replay: Chain-of-Thought Prompting - Part 1 (5:24)
- Replay: Chain-of-Thought Prompting - Part 2 (5:45)
- Introduction to Reasoning Models (9:23)
- First Contact with Reasoning (16:47)
- Secrets and Lies! (12:14)
- Setting Up Our Open Source Reasoning Model (5:51)
- A Reasoning Model's Real Thoughts - Part 1 (5:15)
- A Reasoning Model's Real Thoughts - Part 2 (8:40)
- Exercise: Compare Reasoning Style of Different Models
- Reasoning & The Context Window
- Thinking Like LLMs - Breaking The Chains (12:15)
- What Are Reasoning Models Good For? (The Generator-Verifier Gap) (13:32)
- Exercise: Determine GVG (10:07)
- Prompt Engineering for Reasoning Models (7:27)
- Context Engineering (18:19)
- Thinking Like LLMs: Cats Are...Confusing? - Part 1 (10:21)
- Thinking Like LLMs: Cats Are...Confusing? - Part 2 (7:10)
- Reinforcement Learning - The Problem (6:20)
- Reinforcement Learning - How It Works (15:02)
- Exercise: Code Your Own Maze Game
- RL Environments (Soccer) (4:18)
- RL Environments (Go) (7:46)
- -- Qualitative vs. Quantitative
- Reinforcement Learning from Human Feedback (RLHF) (16:06)
- Reinforcement Learning for Reasoning Models - Let's Verify Step-By-Step (6:36)
- Reinforcement Learning for Reasoning Models - Process Reward Model (9:27)
- PRM800K Introduction (7:41)
- PRM800K Deep Dive (13:11)
- Test-Time Compute (12:40)
- Are Reasoning Models Lying To You? - Part 1 (11:07)
- Are Reasoning Models Lying To You? - Part 2 (2:42)
- Are Reasoning Models Lying To You? - Part 3 (7:53)
- Are Reasoning Models Lying To You? - Part 4 (2:51)
- Mandatory Homework: The Thinking Game
Challenge - Build Your Third Game (Flappy Bird)
Available in
days
days
after you enroll