advanced~4h
LLM Reasoning & Test-Time Compute
How modern LLMs perform multi-step reasoning and why test-time compute changes the capability ceiling
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Subtopics
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Exercises
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Projects
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Quiz Qs
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Flashcards
▶📚 Prerequisites(2)
🎓 Learning objectives
- •Understand why single-pass generation fails on complex tasks
- •Explain Chain-of-Thought and its variants
- •Describe how o1/o3-style reasoning loops work
- •Know when to use reasoning models vs standard models in production
- •Calculate cost vs quality tradeoff for reasoning models
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📂 Subtopics
Related concepts
grpo-reasoningprompt-reasoningllm-foundations
Next to learn
context-window-scaling →llm-safety-guardrails →