- Intro to MLOps
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Concept | Definition, challenges, and principles of MLOps
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Concept | Six components of model development that impact MLOps
- Productionalization and Deployment
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Concept | Model packaging for deployment
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Concept | Dataiku architecture for MLOps
- Control and Monitoring in Production
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Concept | Process governance for MLOps
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Concept | Monitoring model performance and drift in production
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Concept | Govern for MLOps
- AI Lifecycle
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Concept | Monitoring and feedback in the AI project lifecycle
- Wrap Up: Production Concepts
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Course Checkpoint | MLOps Production Concepts
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Tell Us What You Think: MLOps Production Concepts
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Course Complete | Production Concepts
Production Concepts
What is involved in MLOps and how can I get prepared? Find out by starting here on your MLOps journey!