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Slides, paper notes, class notes, blog posts, and research on ML πŸ“‰, statistics πŸ“Š, and AI πŸ€–.

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Hi πŸ‘‹ I'm Chandan, a Senior Researcher at Microsoft Research working on interpretable machine learning. I've been compulsively taking / improving my notes since my PhD at UC Berkeley and share them on this website. Hope they're helpful :)

Slides β€’ Research overviews β€’ Cheat sheets β€’ Notes
Blog posts β€’ Personal info
@csinva

Slides

The pres folder contains source for presentations, including ML slides from teaching machine learning at berkeley The source is in markdown (built with reveal-md) and is easily editable / exportable

Research and class notes

The research_ovws folder contains overviews and summaries of recent papers in different research areas

interp

The _notes folder contains markdown notes and cheat-sheets for many different courses and areas between computer science, statistics, and neuroscience

notes

Posts

Posts on various aspects of machine learning / statistics / neuroscience advancements (some selected posts below)

Reference