Machine Learning Notes

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Resources for Machine Learning

resources

Published

August 28, 2025

Statistics
- Stats
  - Jensens Inequality
  - KL Divergence
Machine Learning
- Ml
  - Knn
    - K-Nearest Neighbors (KNN)
  - Linear Regression
    - Linear Regression
Deep Learning
- Dl
  - Recurrent Neural Networks (RNN)

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Resources
- Books
  - Statistics and Probability
- Courses

Resources

Books

Statistics and Probability

https://statproofbook.github.io/
https://www.probabilitycourse.com/
https://dlsun.github.io/skis/

Courses

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