Class notes
Mathematical Foundations for Machine Learning: Calculus I
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63
Uploaded on
23-01-2026
Written in
2025/2026
These notes cover the first day of a Mathematical Foundations for Machine Learning course, focusing on essential mathematical concepts used throughout machine learning. The document explains core ideas such as vectors, matrices, basic linear algebra operations, and mathematical notation commonly used in ML lectures.
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Institution
Indian Institute Of Technology Madras
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Document information
- Uploaded on
- January 23, 2026
- Number of pages
- 63
- Written in
- 2025/2026
- Type
- Class notes
- Professor(s)
- Prof. sarang sane
- Contains
- All classes
Subjects
- limit point of a function
- definition of a limit
- existence of a limit
- one sided limits
- infinite discontinuity
- removable point d
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basic of mathematics for machine learning
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formal definition of continuity
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