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Classroom Contents
Taking Machine Learning to Production with MLflow - New Features and Best Practices
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- 1 Introduction
- 2 Building ML applications is complex
- 3 What are ML platforms
- 4 MLflow
- 5 Community
- 6 MLflow PyTorch
- 7 MLflow Tracking
- 8 Data Versioning with Delta Lake
- 9 Model Schema Tracking
- 10 Interpretability
- 11 Model Registry
- 12 Model Industry
- 13 Databricks Model Registry
- 14 Tags and Search APIs
- 15 Model Registry Webhooks
- 16 Model Registry Comments
- 17 GA Demo
- 18 Webhooks
- 19 Webhook Setup
- 20 Wrapup
- 21 Keynote Presentation
- 22 EndtoEnd Workflow
