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MLNotes

A collection of handwritten Machine Learning study notes

These are the study notes I took during a 9 months period I spent heavily respecializing towards Machine Learning and Deep Learning on a more or less full time basis. Writing them and using them as flash cards really helped me absorb the knowledge and I am making them available in the hope others will find them just as useful.

They are raw scans of my actual pen & paper notes, no OCR. They're in no way complete or exhaustive: they are intended to be used a study aid / recap notes / flash cards for the relevant books and more in-depth material covering the subjects.

The notes are organized in the following macro areas:

  • Maths

  • Probability & Statistics

  • [Machine Learning](Machine Learning/)

  • [Reinforcement Learning](Reinforcement Learning/)

  • [Deep Learning](Deep Learning/)