Roadmaps Deploys and maintains machine learning models in production

ML engineer

From Python fundamentals to a model running reliably in production.

Your progress4 skills

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Which skills do you need?

Foundations

Python fundamentals

Essential

Every later skill assumes this.

Core

Core ML algorithms

Essential

You need to know what's inside the box before you deploy it.

Specialise

Deep learning

Essential

Most production ML today is deep learning under the hood.

Prove it

Deployment and monitoring

Essential

The part that separates a notebook from a real product.

No free course reviewed for this skill yet.

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