Learn AI Engineering
Curated video tutorials, playlists, and courses to help you master AI development.
2024-01-01•
Introduction to AI Engineering
Learn the basics of AI engineering and how to get started with building AI applications. Covers neural network fundamentals from first principles.
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2017-10-16•
Gradient Descent: How Neural Networks Learn
3Blue1Brown's visual explanation of gradient descent — the core algorithm powering all neural network training. Essential before diving into LLM fine-tuning or training.
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2023-11-22•
Intro to Large Language Models
Andrej Karpathy's landmark 2023 talk on the fundamentals of LLMs. Covers the GPT architecture, RLHF training pipeline, prompt injection, fine-tuning strategies, and how modern AI systems are built and deployed at scale.
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2023-05-25•
State of GPT: How to Use and Build with LLMs
Andrej Karpathy's definitive Microsoft Build 2023 keynote on the state of GPT models. Covers the complete ChatGPT training pipeline, fine-tuning strategies, prompt engineering, and practical advice for building production AI applications.
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