Class notes
Mathematical Foundations for Machine Learning: Joint, Marginal, and Conditional Random Variables
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Uploaded on
24-01-2026
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These Day 7 lecture notes cover advanced mathematical concepts essential for machine learning, building on previous sessions in the course. The material supports a deeper understanding of algorithm behavior and mathematical reasoning used in machine learning models.
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Institution
Indian Institute Of Technology Madras
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Document information
- Uploaded on
- January 24, 2026
- Number of pages
- 30
- Written in
- 2025/2026
- Type
- Class notes
- Professor(s)
- Prof.sarang sane
- Contains
- All classes
Subjects
- advanced mathematics
- linear algebra
- optimization methods
- ml course notes
- mathematical analysis
-
machine learning mathematics
-
theoretical machine learning
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