AIML academy

Learn the systems behind modern AI.

Build durable mental models for neural networks, LLMs, retrieval, and agents. Watch the concept, inspect the transcript, challenge your understanding, and explain it back.

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Deep concepts

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Choose a mental model to build

No generic coding tracks. Every path is focused on the ideas, architectures, trade-offs, and reasoning behind AIML systems.

AIML learning path

Language Models•foundation

Language Models From First Principles

Master the foundational mechanics of LLMs—from tokenization and attention mechanisms to training dynamics—and build intuitive, mathematical clarity on how modern language models operate from the ground up.

AIMLLLMDeep Learning

6 lessons6h