Class notes
Mathematical Foundations for Machine Learning: Variable Transformations & Statistical Estimation
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Uploaded on
24-01-2026
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This document includes the Day 8 lectures from a Mathematical Foundations for Machine Learning course, focusing on advanced topics that consolidate the mathematical background required for machine learning. The notes are suitable for exam preparation and reinforcing core theoretical concepts.
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Institution
Indian Institute Of Technology Madras
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Document information
- Uploaded on
- January 24, 2026
- Number of pages
- 25
- Written in
- 2025/2026
- Type
- Class notes
- Professor(s)
- Prof. sarang sane
- Contains
- All classes
Subjects
- advanced ml mathematics
- mathematical theory
- linear algebra
- optimization
- ml lecture material
-
machine learning foundations
-
applied machine learning math
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