https://github.com/ilmoi/mml-book
Code / solutions for Mathematics for Machine Learning (MML Book)
https://github.com/ilmoi/mml-book
machine-learning math-for-machine-learning mml-book self-study
Last synced: 5 months ago
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Code / solutions for Mathematics for Machine Learning (MML Book)
- Host: GitHub
- URL: https://github.com/ilmoi/mml-book
- Owner: ilmoi
- Created: 2020-05-14T17:01:07.000Z (over 5 years ago)
- Default Branch: master
- Last Pushed: 2023-03-16T00:00:14.000Z (over 2 years ago)
- Last Synced: 2025-04-12T08:36:59.371Z (6 months ago)
- Topics: machine-learning, math-for-machine-learning, mml-book, self-study
- Language: Jupyter Notebook
- Homepage:
- Size: 17.3 MB
- Stars: 1,094
- Watchers: 26
- Forks: 175
- Open Issues: 18
-
Metadata Files:
- Readme: README.md
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README
# Mathematics for Machine Learning (MML Book) - my Self Study
By folder:
### Python code
Just play code I used to better understand various concepts. Mix of Gaussians was tricky in particular.
### Chapter exercises solutions
Solutions to exercises for each chapter. Notebooks might take a bit of time to render all the LaTeX.
- Chapter 2 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%202%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%202%20Exercises%20-%20PDF.pdf)
- Chapter 3 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%203%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%203%20Exercises%20-%20PDF.pdf)
- Chapter 4 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%204%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%204%20Exercises%20-%20PDF.pdf)
- Chapter 5 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%205%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%205%20Exercises%20-%20PDF.pdf)
- Chapter 6 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%206%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%206%20Exercises%20-%20PDF.pdf)
- Chapter 7 Solutions: [Notebook](https://nbviewer.jupyter.org/github/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%207%20Exercises.ipynb), [PDF](https://github.com/ilmoi/MML-Book/blob/master/end%20of%20chapter%20exercises/Chapter%207%20Exercises%20-%20PDF.pdf)
### Misc
Misc:)
*Knowledge is power. **Share it.***