
How to Become a Machine Learning Engineer: A clear, step-by-step roadmap
Becoming a Machine Learning (ML) Engineer means combining strong software engineering with statistical thinking and practical ML knowledge. Below is a compact, actionable, and well-formatted roadmap you can follow from zero to job-ready. Read it once, bookmark it, and follow the steps in order — each step builds on the previous one. 1) Mindset &…