LearnMachineLearning/the-math-of-intelligence
List of resources & possible pathway for the Math of Machine Learning and AI.
This resource provides a structured learning path for individuals looking to understand the core mathematics behind machine learning and AI. It takes you from fundamental concepts like algebra through linear algebra, calculus, and statistics, using a curated list of books and online courses. The goal is to equip aspiring machine learning practitioners with the mathematical foundation needed for the field.
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Use this if you are an aspiring machine learning engineer, data scientist, or AI practitioner who needs a systematic way to learn or refresh the essential mathematics.
Not ideal if you already possess a strong mathematical background in linear algebra, calculus, and statistics relevant to machine learning.
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