Agentic AI Patterns — Planning, Reflection, Tool Use, CrewAI, AutoGen, Orchestration, Evaluation

CrewAI, AutoGen, Planning, Orchestration

Author: AI Learning Club Team · Difficulty: Advanced · Duration: 1 hr 50 min · Modules: 21

Modules

1. Introduction to Agentic AI (5 min)
2. Fundamentals of AI Planning (5 min)
3. Reflection Mechanisms in AI (5 min)
4. Tool Use Strategies (5 min)
5. Overview of CrewAI Framework (5 min)
6. Deep Dive into CrewAI Components (5 min)
7. Introduction to AutoGen (5 min)
8. AutoGen for Dynamic Task Management (5 min)
9. Orchestration Principles (5 min)
10. Advanced Orchestration Techniques (5 min)
11. Evaluating Agentic AI Performance (5 min)
12. Case Studies in Agentic AI (5 min)
13. Integrating Agentic AI with Existing Systems (5 min)
14. Future Trends in Agentic AI (5 min)
15. Project: Building a Simple Agentic AI System (5 min)
16. Project: Advanced Agentic AI Application (5 min)
17. Ethics and Challenges in Agentic AI (5 min)
18. Community and Resources for Agentic AI (5 min)
19. Capstone Project: Comprehensive Agentic AI Solution (5 min)
20. Review and Next Steps (5 min)
21. Resources & References (2 min)

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