This repo is aimed to summarize my learnings as I discover and/or dig into new topics, or just to serve as a history of interesting articles that I find around the internet.
At the moment, topics will be mostly limited to the field of machine learning.
- See ml-concepts.md for a quick summary of certain concepts.
- See software-engineering.md for some notes on software/model development lifecycles.
- See interview-tips for discussions on various interviews.
- See worklog-template.md for a template to organize and log your daily work.
Here is a list of interesting places to discover interesting developments, or great explainer articles:
- Transformer Circuits Thread - A collection of explainer articles, inspired by Distill (see below)
- State of AI Report - A good yearly summary of major developments in the field of AI
- Distill - A collection of great explainer articles with amazing visualizations
- r/ml What are you Reading - A collection of (possibly archived) threads in machine learning subreddit that discuss interesting papers (no longer active)
- Chris Olah's blog - One of Distill authors' blog, with similar articles
- Import AI - A weekly newsletter about AI, from the POV of one person
- Guide to AI - From the same author(s) of State of AI Report (but a bit noisy)