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Prompt Engineering · Practitioner

Chain-of-Thought: When It Helps and When It Wastes Tokens

Asking a model to reason step by step measurably improves accuracy on hard problems — and adds pure cost with no benefit on easy ones. Learn to tell the two apart.

  • 35 min lesson
  • intermediate level
  • Prompt Mastery Track
  • Narrated presentation

What you’ll learn

  • Chain-of-thought prompting
  • Step-by-step reasoning
  • Multi-step logic
  • Token cost
  • Task difficulty matching

Inside this lesson

A narrated, slide-by-slide presentation with 1 prediction exercise, 1 knowledge check, 3 videos. You answer as you go, and the platform checks your work.

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