AI Engineering in 76 Minutes (Complete Course/Speedrun!)

Video Description

Buy the AI Engineering book here to continue your learning! https://amzn.to/42kjXb2 All images are from the book AI Engineering unless otherwise credited. ⏰ Timestamps 00:00 What is AI Engineering? 01:49 Understanding Foundation Models 08:40 Evaluating AI Models 14:50 Model Selection 23:15 Prompt Engineering 30:20 RAG and Context Construction 36:56 Agents and Memory Systems 43:02 Finetuning 52:40 Dataset Engineering 59:45 Inference Optimization 01:09:01 Architecture and User Feedback ---------------------------------------- 📝 Transcript of this video: https://medium.com/data-science-collective/ai-engineering-1-3-foundation-models-evaluation-and-model-selection-889afd06b0ba 📬 Sign up for my newsletter for access to a FREE 80+ page e-book on how to get your first data science job (learning resources, project ideas, LinkedIn checklist, and more!): https://www.gratitudedriven.com/subscribe 💬 Want to talk 1:1? Book time to chat with me here: https://topmate.io/marina_wyss ☕ If you'd like to support my work, you can buy me a coffee (thank you!): https://ko-fi.com/marinawyss And here’s that StatQuest transformers video I promised: https://www.youtube.com/watch?v=zxQyTK8quyY ---------------------------------------- 🎥 Other videos you might like: Doubting if You Can Become a Machine Learning Engineer or Data Scientist? The Honest Truth. https://www.youtube.com/watch?v=kqkBO1cjBSw I Analyzed 1,238 Machine Learning Job Postings to Find Out What Skills You REALLY Need to Get Hired https://www.youtube.com/watch?v=0q_JKNDbEug&t=8s Beginner to (Employed) Data Scientist in 2025: Complete Roadmap - Skills, Projects, CV, Interviews https://www.youtube.com/watch?v=uakGF0DP-mk&t=16s ---------------------------------------- 🦫 About me I am an Applied Scientist (basically, a blend of Data Scientist/Machine Learning Engineer) at Twitch/Amazon. Outside of my full-time job I'm a technical mentor at a machine learning bootcamp, and 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. Instagram: / gratitudedriven ---------------------------------------- ✉️ Contact 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. Also, there may be affiliate links in this description. This means if you make a purchase I'll earn a small commission at no cost to you! Thank you for your support. #aiengineering #ai #machinelearning