MLOps track

Production ML Architecture

Designing the ML platform — features, training, serving, monitoring together.

8 concepts4 labs1 projects1 challenges
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Concepts

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Work through the concepts in order, or jump to what you need.

1

Production ML Architecture

Concept · Hands-on lab included

2

Platform Blueprints

Concept · Hands-on lab included

3

Platform Teams and Ownership

Concept · Hands-on lab included

4

Serving Tier Design

Concept · Hands-on lab included

5

Versioning and Governance Tier

Concept · Hands-on lab included

6

MLOps Maturity Model

Concept · Hands-on lab included

7

ML Infrastructure Roadmap

Concept · Hands-on lab included

8

End-to-End Architecture Case Study

Concept · Hands-on lab included

Practice

Hands-on labs

Apply what you've learned in guided, production-style environments.

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Projects

Ship real projects and grow a portfolio that gets you interviews.

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