I’m a Front End Web Developer Learning Machine Learning From Scratch

Hey, I'm a web developer - building UIs with React, TypeScript, Tailwind, and modern web tools. A few months ago, I decided to step into Machine Learning. No prior ML background. Just curiosity and basic Python knowledge.I started Andrew Ng’s Machine Learning Specialization and created my own study plan. Here’s what the first 30 days looked like — the concepts that clicked, the mistakes I made, and what surprised me most. Week 1: Building the Math Foundation I started with prerequisites becau...