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MLOps
Production ML pipelines. CI/CD for models, monitoring, feature stores, model serving, and infrastructure automation.
12 chaptersFirst chapter free to preview
After this course, you'll be able to:
✓Set up CI/CD pipelines for ML models
✓Monitor model performance and detect drift
✓Implement A/B testing for models in production
✓Optimize infrastructure costs by 50-80%
Full syllabus
2
Model Development Lifecycle
3
Data Engineering
4
Model Serving
5
Container Orchestration
6
Model Optimization
7
A/B Testing
8
Monitoring & Observability
9
Automated Recovery
10
Security & Compliance
11
Cost Optimization
12
Case Studies
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