The Overlap
Software engineering fundamentals transfer well: testing, version control, and system design matter just as much in ML.
What's Different
Data quality, experimentation tracking, and model reproducibility add new dimensions to the workflow.
Getting Started
Start with a small project. Ship something end-to-end before diving deep into theory.