Introduction to Programming with Python
AI Engineer - Learn how to integrate AI into software applications
Overview
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Learn the fundamentals of AI agents in this comprehensive 21-minute tutorial that covers essential concepts and practical applications. Explore the definition and core principles of AI agents, understanding how they differ from traditional AI systems and their autonomous decision-making capabilities. Discover key agentic design patterns including reflection, tool use, planning, and multi-agent collaboration, with detailed explanations of how these patterns enable more sophisticated AI behaviors. Examine multi-agent design patterns that allow multiple AI agents to work together effectively, including hierarchical structures, peer-to-peer collaboration, and specialized role assignments. Follow along with a hands-on demonstration of building a no-code AI agent using n8n, providing practical experience with agent creation without requiring programming skills. Access provided Google Drive notebooks featuring examples from crewAI and Autogen frameworks to practice implementing the concepts covered. Gain insights into real-world applications and use cases for AI agents across various industries and scenarios. Test your understanding with a concluding quiz that reinforces the key concepts presented throughout the tutorial.
Syllabus
00:00 — Intro
00:38 — Video overview
01:13 — AI agents definition
03:45 — Agentic design patterns
09:24 — Multi-agent design patterns
17:04 — Building a no code agent in n8n
19:46 — Ways to use AI agents
21:05 — Quiz
Taught by
Tina Huang