Machine learning
Putting models into production
Versioning data and models, testing them, serving them, and noticing when they go stale.
About 30 hours of study.
Where to learn it
Wrong chapter, dead link, or know something better? Tell us on GitHub.
Which roles ask for it
- Machine learning engineer in the first year
- Deep learning engineer (vision / language) in the first year
- MLOps engineer to get hired
- AI / LLM engineer good to have
Before and after
Putting models into production
Opens up
Nothing else on the map yet.