// Classified_Document // Level_Beginner • 6 h
Module 1 — Understand Generative AI and Prompt Anatomy
"Consolidate the theoretical foundations of LLMs and learn to formulate controllable prompts using Zero-shot, One-shot and Few-shot techniques."
⚠ System_Analysis:This module moves from intuitive writing to a calibrated approach to prompts, understanding the model's functioning and control levers.
Target_Objectives.jsonREAD_ONLY
01Explain how LLMs produce text from prompts
02Analyze the structure of an effective prompt
03Develop prompts adapted to different business objectives
Directory_Structure
CHAPTER_01
How LLMs work (Transformer architecture, next-word prediction).
CHAPTER_02
Model parameters: temperature, top-p and max_tokens to balance creativity and coherence.
CHAPTER_03
Zero-shot, One-shot and Few-shot techniques to calibrate the response.
CHAPTER_04
Workshop: creating a business Prompt-Book with before/after comparison.
Capabilities_Matrix
Link LLM behavior to its probabilistic mechanics.Choose the prompting technique adapted to the use case.Document a reusable and controllable business prompt.