AI Agents in 38 Minutes - Complete Course from Beginner to Pro

Video Description

Check out Kimi here! https://www.kimi.com/?utm_campaign=TR_grOjaW6m&utm_content=&utm_medium=Youtube&utm_source=CH_kEMBez3l&utm_term= Timestamps ⏰ 00:00 AI agents course! 01:13 Basics of AI Agents - What is an AI Agent? 02:58 What tasks are agents good for? 05:47 Spectrum of Autonomy 06:45 Context Engineering 07:13 Task Decomposition 07:59 Demo: No-Code Agent System 09:22 Intermediate AI Agents - Measuring Performance 10:39 Memory 11:42 Guardrails 12:50 Reflection 13:56 Tool Use 15:51 Designing Good Tools 16:56 Planning 19:05 Multi-Agent Collaboration 20:38 Multi-Agent System Design - Roles 21:25 Multi-Agent System Design - Communication Patterns 23:09 Multi-Agent System Design - Communication Pitfalls 23:44 Multi-Agent System Design - Best Practices 25:02 Demo: Multi-Agent System in Python 26:14 Advanced AI Agents - Advanced Task Decomposition 29:02 Improving Performance 30:26 Reducing Latency 31:16 Reducing Cost 32:39 Observability and Monitoring 35:10 Security 37:17 Bonus Resource! ---------------------------------------- Agentic System Design: https://gerred.github.io/building-an-agentic-system/core-architecture.html The slides and examples were adapted from a few different courses, including: https://www.deeplearning.ai/courses/design-develop-and-deploy-multi-agent-systems-with-crewai/ https://learn.deeplearning.ai/courses/agentic-ai/information ---------------------------------------- Want to become an AI Engineer? Download my AI Engineering Skills Checklist here: https://www.gratitudedriven.com/c/ai-engineering-checklist 💬 Want to talk 1:1? Book time to chat with me here: https://topmate.io/marina_wyss 💀 Follow my second channel for more on mindset, productivity, and meaning: https://www.youtube.com/@GratitudeDriven 🩷 Join the channel membership community for priority comment replies and early access to videos! https://www.youtube.com/@MarinaWyssAI/join ☕ If you'd like to support my work, you can buy me a coffee (thank you!): https://ko-fi.com/marinawyss ---------------------------------------- 🎥 Other videos you might like: AI Engineering in 76 Minutes (Complete Course/Speedrun!) https://www.youtube.com/watch?v=JV3pL1_mn2M&t=2s AI Engineering: A *Realistic* Roadmap for Beginners https://www.youtube.com/watch?v=dbUIjFXIpis 4 *Real* Machine Learning Projects That Get You Hired - No More Tutorials! https://www.youtube.com/watch?v=MFSFcPsMsuE ---------------------------------------- 🦫 About me I am a Senior Applied Scientist (basically, a blend of Data Scientist/Machine Learning Engineer) at Twitch/Amazon. Outside of my full-time job I'm a 1:1 career coach for people looking to break into the field, with a focus on those from non-traditional backgrounds. I’m also a Certified Personal Trainer, always busy with too many interests, and really, deeply happy with my life. I hope to be able to help others achieve these things, too. ---------------------------------------- ✉️ Contact Instagram: https://www.instagram.com/marina.wyss/ Twitter/X: https://x.com/iammarinawyss TikTok: https://www.tiktok.com/@gratitudedriven Leave me a comment here on YouTube! Business email: [email protected] ---------------------------------------- ⚖️ Disclaimer The views and opinions expressed in this video are my own and do not reflect the official policy or position of Twitch/Amazon or any other company I have worked for. All advice and insights shared here are based on my personal experiences and should be considered as such. Thank you to Kimi for sponsoring this video! This description may contain affiliate links. If you make a purchase I may make a small commission at no cost to you. #AI #AIEngineering #AIAgents