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Self-paced course

AI Agents & Reasoning

Getting LLMs to plan, use tools, remember, and reason — what the agent papers actually demonstrate and how the patterns hold up in production.

7 lessons~1h totalFree
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Curriculum

  1. Toolformer: What the Paper Actually Says11 min read
  2. Generative Agents: What the Paper Actually Says13 min read
  3. The AI agent observability stack — what to measure, what to use6 min read
  4. Tree of Thoughts: What the Paper Actually Says About LLM Search10 min read
  5. ReAct: What the Reasoning + Acting Paper Actually Says10 min read
  6. DeepSeek-R1: What Reinforcement Learning with Verifiable Rewards Actually Does10 min read
  7. Chain-of-Thought Prompting: What the Wei et al. Paper Actually Says9 min read