Learning Path

Generative AI Program

Build a complete business AI assistant, from initial prompt to documented deployment. An immersive progression driven by concrete projects, verifiable JSON deliverables and a business-oriented approach.

Explore Modules

Total Duration

~12 hours of content

Format

100% online, no technical prerequisites

Objective

Master professional prompting techniques

Method

Guided projects, JSON deliverables, self-assessment

Practice-Based Pedagogy

Each module alternates between targeted theoretical exploration and interactive practical workshops. A fluid and structured progression for effective learning.

0Beginner • ~1h25

Module 0 — Identify the Power of Prompting

Discover the basics of modern prompting and experiment with its first use cases on simple and concrete tasks.

Describe the contributions of generative AI in a professional context
Identify simple use cases where AI can help produce text
Start
1Beginner • ~1h

Module 1 — Understand Generative AI and Prompt Anatomy

Understand how LLMs work and build clear, reusable and controllable prompts.

Explain how LLMs produce text from prompts
Analyze the structure of an effective prompt
Explore
2Beginner • ~1h10

Module 2 — Apply Structured and Controllable Outputs

Learn to obtain reliable and actionable responses through well-defined output schemas.

Define the characteristics of a structured output
Formulate prompts guiding the production of controlled formats (JSON, tables, etc.)
Explore
3Intermediate • ~1h10

Module 3 — Analyze Reasoning and Chain-of-Thought

Trigger complex reasoning in LLMs and measure the consistency of generated responses.

Break down a complex task into logical steps in a prompt
Apply Chain-of-Thought and Self-Consistency techniques
Explore
4Intermediate • ~50min

Module 4 — Orchestrate Prompts: Chaining and Routing

Structure prompt workflows with logical and dynamic sequences adapted to the context.

Assemble multiple prompts to solve a multi-step task
Define conditional routing rules in a flow logic
Explore
5Intermediate • ~50min

Module 5 — Anchor AI in Reliable Sources (RAG)

Learn to contextualize AI responses from documents, and manipulate information retrieval (RAG).

Explain the principles of Retrieval-Augmented Generation (RAG)
Extract and structure documentary context adapted to a prompt
Explore
6Advanced • ~1h15

Module 6 — Synthesize AI Agents with ReAct

Combine reasoning and action in AI agents capable of making decisions and using tools.

Describe how a ReAct agent works (Reason + Act)
Design an autonomous agent interacting with simulated tools
Discover
7Advanced • ~1h

Module 7 — Imagine Creative and Multimodal Prompts

Explore the creative possibilities of prompting to generate visually and stylistically consistent content.

Identify stylistic control levers in visual prompting
Design prompts to generate branded visuals
Discover
8Advanced • ~1h10

Module 8 — Integrate Ethics, Security and Compliance

Learn to anticipate AI-related risks and responsibly frame its professional use.

Identify ethical, legal and social risks related to AI
Design responsible usage rules for prompts
Discover
9Advanced • ~1h20

Module 9 — Context Engineering

Master the art of selecting, compressing, and orchestrating information to maximize LLM efficiency.

Apply the 4 pillars of Context Engineering (WRITE, SELECT, COMPRESS, ISOLATE)
Optimize context window usage and avoid the Lost in the Middle effect
Explore

Concrete Professional Opportunities

France

€50k to €75k according to Aquent and Hays 2026

  • GenAI Engineer
  • AI Product Manager
  • Applied AI Engineer

Europe

€60k to €85k depending on company size

  • AI Product Owner
  • Conversation Designer
  • ML Engineer

International

$70k to $120k in generative AI hubs

  • AI Operations Lead
  • Automation Strategist

Frequently Asked Questions

Do I need to know how to code?+

No, the program is designed to be no-code. You work with prompts, JSON schemas, and visual planners.

Can I take just one module?+

Yes, each module is self-contained. You can start with the module that meets your immediate need.

How are deliverables evaluated?+

Each JSON deliverable is self-assessed via guided checklists and annotated by our educational experts.

Is the program up to date with regulations?+

Yes, quarterly updates integrate AI Act requirements, GDPR, and industry best practices.

Ready to create your first AI assistant?

Join the next cohort, deliver a documented, compliant and high-performing assistant, and accelerate your AI projects without adding technical complexity.

Explore Module 9