Agentic AI Course

 

Agentic AI Training Program: From Foundations to Multi-Agent Systems

Total Duration: ~40–50 Hours

Ideal for 4–6 weeks, with hands-on labs and mini-projects

 

Module 1: Foundations of Agentic AI

Topic	Description	Time
1. Introduction to Agentic AI	Overview, history, and use cases	1 hr
2. Autonomous AI Agents	Core concepts: autonomy, memory, planning, tool use	1.5 hr
3. Building Effective Agents	LLM autonomy and tool integration explained	1.5 hr
4. 5 Essential LLM Workflow Design Patterns	Best practices in structuring AI flows	2 hr

 

Module 2: Tools & Development Setup

Topic	Description	Time
5. Agent Engineering Setup	Understanding Cursor IDE, UV, and API tooling	1.5 hr
6. Windows Setup for AI Development	Installing Git, Cursor IDE & UV	1.5 hr
7. AI Agent Frameworks	Comparison: OpenAI SDK, Crew AI, LangGraph, AutoGen	2 hr

 

Module 3: First Agentic Workflows

Topic	Description	Time
8. Creating Multi-Step LLM Workflows + Autonomy	Implementing planning and reasoning chains	2 hr
9. Building Your First Agentic AI Workflow (OpenAI API)	Guided coding walkthrough	2 hr
10. Connecting Agentic Patterns to Tool Use	Practical applications with APIs and tools	2 hr

 

Module 4: Multi-LLM Orchestration

Topic	Description	Time
11. Orchestrating Multiple LLMs	GPT-4o, Claude, Gemini & DeepSeek comparison	1.5 hr
12. Multi-LLM API Integration	Interoperability of OpenAI, Anthropic, etc.	1.5 hr
13. Comparing LLM APIs	Using OpenAI client with Claude, Gemini & others	1.5 hr
14. Multi-Model Evaluation Systems	Building systems to evaluate responses	2 hr
15. Using Gemini to Evaluate GPT-4	A practical multi-agent rating pipeline	1.5 hr

 

Module 5: Crew AI Deep Dive

Topic	Description	Time
16. Crew AI Framework Introduction	Overview, architecture & use cases	1 hr
17. Agents, Tasks & Processing Modes	Internals of Crew AI explained	1.5 hr
18. LightLLM Integration	Flexible deployment with Crew AI	1 hr
19. Tools, Context & Web Integration	Extending Crew AI with web search	1.5 hr

 

Module 6: Hands-On Projects with Crew AI

Project	Description	Time
20. AI Debate System	Building a debate engine using Crew AI & GPT-4o mini	2 hr
21. Evaluating LLMs via Debate	Compare models on controversial queries	2 hr
22. Crew AI Financial Research System	Automating analysis of financial data using multiple agents	3 hr
23. Crew AI Stock Picker	Create a multi-agent pipeline to recommend investments	3 hr

 

Module 7: Bonus Projects & Deployment

Topic	Description	Time
24. Web Chatbot with Gradio & OpenAI	Build and deploy a personal assistant clone	2 hr
25. Solving the Knowledge Cutoff	Integrating web search to boost agent intelligence	1.5 hr
26. Resources vs Tools	Extending agents beyond function calls	1 hr

 

Capstone Project

Build Your Own Agentic Assistant
Design an autonomous agent or multi-agent system tailored for a domain (e.g., education, healthcare, personal productivity, finance)
Duration: 6–8 hours