RiazML/math-for-llms
Complete mathematics curriculum for AI/ML/LLM - from foundations to research frontiers
This is a comprehensive, open-source curriculum designed to help you master the mathematics essential for Artificial Intelligence, Machine Learning, and Large Language Models. It takes you from foundational concepts to advanced research topics through interactive notebooks and detailed notes. Anyone aiming to build, understand, or research advanced AI models, particularly those who struggle with the mathematical underpinnings, will find this invaluable.
Use this if you are an aspiring AI engineer, machine learning scientist, or researcher who needs a structured, learn-by-doing approach to understanding the complex math behind modern AI.
Not ideal if you are a non-technical user looking for high-level explanations of AI without diving deep into the mathematical mechanics or a developer who exclusively uses high-level AI frameworks without needing to understand their internal workings.
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Language
Jupyter Notebook
License
MIT
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Last pushed
Mar 13, 2026
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