Contents
List of Figures
List of Tables
1 Overview
1.1 The main components
1.2 Automated prediction engineering
2 Automated feature engineering
2.1 Generation techniques
2.2 Filters, Wrappers, and All That
3 Automated model engineering
3.1 Model selection and optimization
3.2 Second-order methods
3.3 Automated forecasting
3.4 Deep AutoML
4 Remaining challenges