dair-ai/Mathematics-for-ML
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
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May 21, 2022
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A collection of resources to learn and review mathematics for machine learning.
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Calculus and Optimization TheoryLinear Algebra for MLMathematical Analysis of ML AlgorithmsMathematical Foundations for Machine LearningMathematical Prerequisites for Deep LearningNumerical Methods for MLStatistics and Probability Theory
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Calculus and Optimization TheoryLinear Algebra for MLMathematical Analysis of ML AlgorithmsMathematical Foundations for Machine LearningMathematical Prerequisites for Deep LearningNumerical Methods for MLStatistics and Probability TheoryCourseCurated ListDeep LearningForkedMachine LearningReinforcement LearningResearch / PapersStatisticsTransformersTutorial
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- Project created
- May 21, 2022
- Forked
- Mar 14, 2026
- Your last push
- 3 years ago
- Upstream last push
- 3 years ago
- Tracked since
- Jan 24, 2023
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