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AI Programming

Learn to code with AI — prompt engineering, agents, copilots, and the future of software development.

Let's build GPT: from scratch, in code, spelled out2:03:00

Let's build GPT: from scratch, in code, spelled out

Andrej Karpathy builds a GPT language model from scratch, explaining every concept along the way.

Intro to Large Language Models1:00:00

Intro to Large Language Models

Andrej Karpathy's accessible introduction to LLMs — what they are, how they work, and where they're going.

Let's build the GPT Tokenizer2:12:00

Let's build the GPT Tokenizer

Deep dive into tokenization — the crucial first step in how LLMs process text.

How I Use AI Coding Agents (as a Staff Engineer)20:00

How I Use AI Coding Agents (as a Staff Engineer)

Practical guide to using AI coding assistants effectively in real engineering workflows.

Stanford CS229 — Machine Learning (Andrew Ng)1:15:00

Stanford CS229 — Machine Learning (Andrew Ng)

The classic Stanford ML course that launched a generation of AI engineers.

Attention is All You Need — Paper Explained45:00

Attention is All You Need — Paper Explained

Yannic Kilcher walks through the landmark Transformer paper that changed everything.