Intermediate • ~1h10
Module 3 — Analyze Reasoning and Chain-of-Thought
"Initiate LLMs to reason step by step using Chain-of-Thought and Self-Consistency techniques for robust results."
⚠Improves reliability on cases where simple text generation induces logical or numerical errors.
ObjectivesRead-only
01Break down a complex task into logical steps in a prompt
02Apply Chain-of-Thought and Self-Consistency techniques
03Evaluate the coherence of generated reasoning
Contents
Section 01
Why LLMs make mistakes without guided structure.
Section 02
Build a prompt with explicit steps (CoT, Self-Consistency).
Section 03
Workshop: reasoning checker with business rule.
Section 04
Self-verification techniques through prompting.
Skills
Structure a multi-step reasoning-oriented prompt.Diagnose LLM reasoning errors.Set up logical coherence safeguards.