// Classified_Document // Level_Intermediate • 8 h
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."
⚠ System_Analysis:Improves reliability on cases where simple text generation induces logical or numerical errors.
Target_Objectives.jsonREAD_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
Directory_Structure
CHAPTER_01
Why LLMs make mistakes without guided structure.
CHAPTER_02
Build a prompt with explicit steps (CoT, Self-Consistency).
CHAPTER_03
Workshop: reasoning checker with business rule.
CHAPTER_04
Self-verification techniques through prompting.
Capabilities_Matrix
Structure a multi-step reasoning-oriented prompt.Diagnose LLM reasoning errors.Set up logical coherence safeguards.