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Augmenting Machine Learning with Databricks Labs AutoML Toolkit
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- 1 Intro
- 2 About Speaker
- 3 AutoML's Tiered API Approach
- 4 Let's start at the end
- 5 Exploratory Analysis to Identify Features
- 6 ML Pipeline Stages
- 7 Hand-made Model
- 8 Model, Metrics, Configs Saved
- 9 How did Auto ML Toolkit do this?
- 10 Common Overrides Override
- 11 Clearing up the Confusion A
- 12 Business Value
- 13 Model Experimentation
- 14 AutoML FamilyRunner
- 15 Let's end at the end
- 16 AutoML Roadmap
