If I have to learn ML all over again: senior ML developer's guide

Introduction
Embarking on a journey into the world of Machine Learning (ML) can be daunting, especially in the rapidly evolving landscape of 2024. As a student researcher who has worked with an ex-Meta professor and interviewed with tech giants like Google DeepMind and Amazon, I've navigated this path over five years. Today, I'm excited to share a streamlined approach to learning ML, broken down into six key steps. Whether you're a complete beginner or looking to sharpen your skills, this guide is your roadmap.