Certification in Building AI Applications with LLMs, RAG, and Agents

This certification introduces a free, hands-on video course that takes you from zero to genuinely capable with generative AI,covering how LLMs actually work under the hood, how to build real apps with RAG, and how to create agents that get things done. You'll walk away with practical skills that boost your productivity, sharpen your decision-making, and give you a serious competitive edge in a field that's rapidly reshaping how work gets done. If you're ready to move past the buzzwords and actually build with AI, this course is your starting line.

This certification covers the following topics:

• The Transformer Architecture and Self-Attention
• How LLMs Are Trained: The Full Pipeline
• Prompt Engineering and Chain of Thought
• The Hallucination Problem and How RAG Solves It
• Building Apps with LangChain and LCEL
• Open Source vs. Closed Source Models
• Running Models Locally with Ollama
• Security and Data Privacy in GenAI
• Agentic AI and the Plan-Act-Observe Loop
• Tools: The Agent's Hands and Eyes