Career TrackAdvanced
MLOps: Deploying and Managing AI Models
Take models from notebook to production. You'll learn to deploy, version, monitor and continuously deliver ML systems with modern MLOps tooling and practices.
6 weeks4.8 rating720 enrolled
What you'll learn
Deploy models as APIs
Build CI/CD pipelines for ML
Monitor models in production
Version data and models
Curriculum
1
Packaging & Serving
- Model packaging
- Serving as APIs
- Containers for ML
2
Automation
- CI/CD for ML
- Experiment tracking
- Model registry
3
Operations
- Monitoring & drift
- Retraining
- Scaling
Tools you'll master
DockerMLflowFastAPIKubernetes
$1,299One payment, lifetime access
Duration6 weeks
LevelAdvanced
CertificateIncluded
Career supportIncluded
30-day money-back guarantee
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