Blogs

• Matthew Landers
• Gregory Gundersen
• co/scope - Build a Strong Foundation for Your Research Project - Blog Series by Cohere Labs
• The Illustrated Transformer – Jay Alammar – Visualizing machine learning one concept at a time.
• FeynmanWiki - Technical Blogs, Explained
• Lil’Log
• Work at a Frontier Lab — Learn ML Systems & Research
• https://silviasapora.github.io/blog/ml-interviews.html
• https://nishanthjkumar.com/blog/2026/Navigating-the-Industry-Job-Search-as-a-Robotics-PhD-in-2026/

Courses & Learning Guides

• DEEP LEARNING · Deep Learning - NYU DL course by LeCun
• Stanford CS336 | Language Modeling from Scratch
• Carnegie Mellon University: Computer Vision Courses | Basic to Advanced
• EECS 4422 Computer Vision
• Deep Learning in Computer Vision
• Foundations of Computer Vision - MIT’s book on Computer Vision
• Welcome to Spinning Up in Deep RL! — Spinning Up documentation

Competitive Programming

• Good Blog Post Resources about Algorithm and Data Structures - Codeforces
• String Hashing - Algorithms for Competitive Programming

ML-Sys

• Modern GPU Programming For MLSys — Modern GPU Programming For MLSys
• https://jax-ml.github.io/scaling-book/

Research

• arXiv Xplorer - Does fast semantic search on arxiv
• Explore | alphaXiv - does AI based semantic search and provides AI help like summaries, discussions,etc
• NotebookLM for Literature Review: A Detailed Step-by-Step Guide for Students and Researchers | by Dhiraj Amin | Medium
• Papers with Code
• co/scope - Build a Strong Foundation for Your Research Project

Misc

• Programmable Search Engine