Class notes
Mathematical Foundations for Machine Learning: Probability Distributions
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Uploaded on
24-01-2026
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This document contains the Day 6 lecture material from a Mathematical Foundations for Machine Learning course, focusing on key mathematical techniques used to analyze and understand machine learning algorithms. The notes deepen theoretical understanding and provide structured explanations to support later model development and analysis.
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Institution
Indian Institute Of Technology Madras
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Document information
- Uploaded on
- January 24, 2026
- Number of pages
- 43
- Written in
- 2025/2026
- Type
- Class notes
- Professor(s)
- Prof. sarang sane
- Contains
- All classes
Subjects
- mathematical foundations
- machine learning theory
- optimization concepts
- ml lecture notes
- applied mathematics
-
machine learning mathematics
-
linear algebra applications
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