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Classroom Contents
MLflow Model Serving - From Training to Production
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- 1 Intro
- 2 Welcome
- 3 Offline vs Online
- 4 Vocabulary
- 5 MLflow
- 6 Spark
- 7 Online Scoring
- 8 MLflow Scoring Server
- 9 Deployment
- 10 Overview
- 11 Scoring Server
- 12 CSV Request
- 13 Sagemaker
- 14 Flask vs Spark
- 15 MLeap
- 16 MLflow Life Cycle
- 17 Databricks Model Serving
- 18 Model Serving Overview
- 19 Model Registry UI
- 20 Recent Resources
- 21 Plumbing Plugin
- 22 New Features
- 23 Torch Serving
- 24 Example
- 25 MLflow Saved Model Format
- 26 MLflow Saved Model Flavor
- 27 MLflow Saved Model Code
- 28 Launching Docker Container
- 29 Demo
- 30 Onix
- 31 Questions
