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MLOps Academy · Lesson

Who Does What: Roles in an ML Team

Data scientist, ML engineer, and platform roles explained.

A Relay Race

Shipping ML is a relay race, not a solo run. Several roles pass the work along, and MLOps is the smooth handoff between them. 🏃

The Data Scientist

The data scientist explores data, picks features, and builds the model. Their question is simple: can a model solve this problem well?

All lessons in this course

  1. MLOps vs Plain Machine Learning
  2. The ML Lifecycle in One Picture
  3. Who Does What: Roles in an ML Team
  4. Your MLOps Maturity Checklist
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