Become an ML Engineer

A complete learning path from math foundations to production ML systems. Built for roles at fintech and applied-AI companies where classical ML, statistics, and ML system design matter as much as LLMs. Shares foundations with the AI Engineer path — badges mark which articles matter most for each role.