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Classroom Contents
The Killer Feature Store - Orchestrating Spark ML Pipelines and MLflow for Production
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- 1 Introduction
- 2 Common Problem
- 3 Whats the effort
- 4 Semantics
- 5 Machine Learning Example
- 6 Customer Segmentation Example
- 7 Trade Test Split Example
- 8 Feature Management
- 9 Automation
- 10 ML Pipeline
- 11 Pipeline Overview
- 12 Why does it exist
- 13 Pipeline deployment
- 14 Pipeline stage declaration
- 15 Pipeline construction
- 16 Vectorizing text
- 17 Demo
- 18 ML pipeline orchestration API
