Navigating the Ph.D. Odyssey: A Resource Toolkit

I've embarked on my Ph.D. journey, and chances are you have too. Below you'll find a collection of resources that can offer valuable insights, they may be particularly useful for individuals in the fields of computer science, engineering, mathematics, and related disciplines. Found this page helpful? Feel free to share it.
Amar Meddahi

General PhD Guide

[blog post] A Survival Guide to a PhD, Andrej Karpathy ⭐
[video] Machine Learning PhD Survival Guide 2021, Yannic Kilcher
[blog post] Twenty things I wish I’d known when I started my PhD, Lucy A. Taylor
[thread] Why you should not take advice from professors, Shimon Whiteson
[blog post] Why Can't I Reproduce Their Results?, Daniel Holden
[video] Stanford CS230: Deep Learning | Autumn 2018 | Lecture 8 - Career Advice / Reading Research Papers, Andrew Ng ⭐
[blog post] So long, and thanks for the Ph.D.!, Ronald T. Azuma ⭐
[blog post] Handbook for PhD Students, Autonomous Agents Research Group
[blog post] How to be a LARG Student, LARG
[blog post] Documenting your PhD — Keeping Track of Meetings, Experiments and Decisions, DAVID STUTZ
[video] How much do you want to find out?

Writing

[slides] Writing a Good Research Paper, Vincent Lepetit
[blog post] All grad students (should) study graphic design, Nathan Lambert ⭐
[blog post] Writing a scientific paper, Stéphane Caron
[video] - [slides] How to write a great research paper, Simon Peyton Jones
[blog post] How to ML Paper - A brief Guide, Jakob N. Foerster

Productivity

[blog post] Calendar. Not to-do lists., Devi Parikh ⭐
[video] Naval Ravikant's Secret to Reading Books in the Social Media Age, Joe Rogan
[video] How To Use Zotero (A Complete Beginner's Guide), Steven Bradburn

Coding

[blog post] The Good Research Code Handbook, Patrick Mineault ⭐
[blog post] Deep Learning Tuning Playbook

Communication

[video] - [slides]How to Give a Great Research Talk, Simon Peyton Jones
[video] Natasha Jaques PhD Thesis Defense, Natasha Jaques

Community

[online forum] Machine Learning News
[newsletter] Connectionists

Career

[blog post] YC's essential startup advice, Geoff Ralston, Michael Seibel
[video] Career Advice with Pr. Merouane DEBBAH, Algerian AI & Big Data Channel
[blog post] academia/industry dilemma, Titouan Parcollet
[blog post] Job Hunt as a PhD in AI / ML / RL: How it Actually Happens, Nathan Lambert
[blog post] How I got a job in industry, Patrick Mineault
[blog post] I'm an ex-recruiter for some of the top companies in the world. I've screened tens of thousands of resumes, and today I published my preferred resume format, free to download as a Word doc, along with some general resume advice. ⭐

[blog post] Part Deux