https://github.com/suvasish114/ml-models
Machine Learning models
https://github.com/suvasish114/ml-models
jupyter-notebook linear-algebra machine-learning-algorithms mathematics probability-distribution statistics
Last synced: 11 months ago
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Machine Learning models
- Host: GitHub
- URL: https://github.com/suvasish114/ml-models
- Owner: suvasish114
- Created: 2022-11-19T15:41:05.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2023-03-05T11:03:40.000Z (over 3 years ago)
- Last Synced: 2025-03-23T18:52:45.554Z (about 1 year ago)
- Topics: jupyter-notebook, linear-algebra, machine-learning-algorithms, mathematics, probability-distribution, statistics
- Language: Jupyter Notebook
- Homepage:
- Size: 399 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# ML-Notes
## Resources
### Mathematics Foundation
- **Real Analysis**
+ Rudin, Walter. Principles of Mathematical Analysis (International Series in Pure and Applied Mathematics). 3rd ed. McGraw-Hill, 1976. ISBN: 9780070542358
+ Apostol, Tom M. Mathematical Analysis. 2nd ed. Pearson Education, 1974. ISBN: 9780201002881
+ Spivak, Michael. Calculus. 4th ed. Publish or Perish, 2008. ISBN: 9780914098911
- **Linear Algebra**
+ Strang, Gilbert. Introduction to Linear Algebra. 4th ed. Wellesley, MA: Wellesley-Cambridge Press, February 2009. ISBN: 9780980232714
- **Probability And Statistics**
+ [opemMITcourseware-18-05](https://ocw.mit.edu/courses/18-05-introduction-to-probability-and-statistics-spring-2014/)