jasmcaus/ai-math-roadmap
Your no-nonsense guide to the Math used in Artificial Intelligence
This guide helps aspiring or current AI and Data Science practitioners understand the essential mathematical concepts required in their field. It provides a structured overview of core math principles, from algebra to information theory, distilling complex college-level topics into their fundamental components. The guide acts as a curated curriculum, helping you identify and learn the specific math skills needed for artificial intelligence work.
520 stars.
Use this if you are a beginner in AI or Data Science and need a clear, focused roadmap to learn the foundational mathematics without getting overwhelmed by irrelevant advanced topics.
Not ideal if you are looking for an interactive course with exercises, coding examples, or a deep dive into advanced theoretical proofs.
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520
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MIT
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Last pushed
Nov 07, 2025
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