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, PDF
- Chapter 3 Solutions: Notebook, PDF
- Chapter 4 Solutions: Notebook, PDF
- Chapter 5 Solutions: Notebook, PDF
- Chapter 6 Solutions: Notebook, PDF
- Chapter 7 Solutions: Notebook, PDF
Misc
Misc:)
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