Certification
Certification in Building Gen AI Applications with RAG and AI Agents
Get certified in practical generative AI: design and deploy LLM-powered RAG apps, build AI agents, and run local models that automate tasks, improve workflows, and support data-driven decisions in real projects at work.
The exam
Take the certification exam
Multiple-choice questions about the course. Pass with 70% or more and your certificate is issued at once, with a public page and an "Add to LinkedIn" button.
What the exam covers
2 questions from each of the 15 chapters of the course
20 multiple-choice questions, drawn fresh for every attempt. Pass with 70% or more.
- 01Introduction, history and types of AI8:45
- 02Agentic AI explained15:07
- 03Introduction to generative AI38:06
- 04Generative AI value chain19:13
- 05Generative AI hands-on48:54
- 06Transformer architecture explained107:05
- 07Transformers library6:22
- 08Hugging Face tutorial112:53
- 09Inference pipeline103:33
- 10Introduction to RAG26:24
- 11How RAG works37:41
- 12RAG with LangChain32:44
- 13Prompt templates using LangChain36:11
- 14Accessing open-source AI models10:11
- 15AI agents and tools103:46
Gen AI for Beginners: From LLMs to RAG and AI Agents is a hands-on video course that walks you through generative AI from the ground up, no prior experience needed. You'll walk away with real, usable skills that boost your productivity, give you a serious competitive edge, and set you up for a future-proof career in a field that's only growing. If you've been looking for a practical, no-nonsense way to finally understand and build with AI, this is your starting point.
This certification covers the following topics:
- What Artificial Intelligence Really Is
- A Quick Tour Through AI History
- The Three Flavors of AI
- A Deep Dive Into Transformers
- Anatomy of a Large Language Model: From Raw Text to Chatbot
- Open, Closed, and Everything In Between
- Prompt Engineering: The Cheapest Trick for Better Outputs
- Retrieval-Augmented Generation: Grounding Your Model in the Real World
- Building With LangChain: Your First Real AI Application
- Running Models Locally: Ollama and the Open-Source Advantage
- Agents: Where AI Stops Answering and Starts Doing
Jobs this certification suits
Our AI checked this certification against 500 jobs; these get the most out of it. Each job links to its learning path.