Learn Generative AI, LLMs, Prompt Engineering & Build AI Agents with Real-World Projects
Welcome to Agentic AI & LLMs Mastery, a complete hands-on course where you will learn how to build intelligent, autonomous AI systems using the most powerful modern tools like ChatGPT, Claude, Mistral, Llama, DeepSeek, and Copilot.
What you’ll learn
- Learn how tokens, embeddings, and context windows work in modern LLMs. Create real-world AI projects like analyzers, assistants, and automation tools..
- Students will learn AI, ML, LLMs, prompt engineering, RAG, vector databases, AI agents, and build real-world projects using ChatGPT, Claude, Mistral, and more..
- Master prompt engineering techniques for better AI responses. Work with ChatGPT, Claude, Mistral, Llama, DeepSeek, and Copilot..
- Understand RAG systems and how vector databases power semantic search. Build AI agents with memory, tools, and autonomous decision-making..
- Understand how Generative AI fits within AI and Machine Learning. Learn hosted vs open-source AI models and when to use each..
Course Content
- Course Introduction –> 1 lecture • 3min.
- Tokens, Embeddings & Context Windows: How LLMs Understand Data –> 4 lectures • 20min.
- RAG & Vector Databases: Build AI with External Knowledge –> 2 lectures • 13min.
- Core Principles of Generative AI: Context, Grounding & Safety –> 4 lectures • 46min.
- Introduction to AI Agents: Concepts & Chatbots vs Agents –> 3 lectures • 42min.
- Hosted vs Local AI Models: Open-Source vs Proprietary LLMs Explained –> 3 lectures • 11min.
- AI Agent Architecture: Types, Memory & System Design –> 4 lectures • 47min.
- Build AI Agents with Copilot: From Basics to Automation –> 2 lectures • 18min.
- Build a Product Analyzer AI with ChatGPT UI –> 1 lecture • 7min.
- Llama & Open-Source LLMs: Build AI Locally –> 2 lectures • 22min.
- Mistral AI: Build Real-World AI Applications –> 4 lectures • 31min.
- DeepSeek AI: Advanced Reasoning & Real-World Applications –> 1 lecture • 8min.
- Course Closure –> 1 lecture • 2min.
Requirements
Welcome to Agentic AI & LLMs Mastery, a complete hands-on course where you will learn how to build intelligent, autonomous AI systems using the most powerful modern tools like ChatGPT, Claude, Mistral, Llama, DeepSeek, and Copilot.
In this course, you will go beyond basic AI usage and learn how real-world AI systems are designed and built. You will start with foundational concepts like tokens, embeddings, context windows, and how Generative AI fits into Artificial Intelligence and Machine Learning. Then you will master prompt engineering techniques to design better AI outputs and workflows.
You will explore advanced topics like RAG (Retrieval-Augmented Generation), vector databases, context engineering, AI safety, and grounding techniques. Most importantly, you will learn how to build AI agents that can think, plan, use tools, and perform tasks autonomously.
Through practical, real-world projects, you will build AI systems such as product analyzers, sales analyzers, research assistants, and local private AI applications using open-source models.
By the end of this course, you will be able to design and build your own AI-powered applications and agent-based systems confidently.
Whether you are a beginner or developer, this course will help you upgrade your skills and stay ahead in the rapidly evolving AI world.