Cover -- Title Page -- Copyright -- Contents -- About the Author -- Preamble -- 1 Financial Machine Learning as a Distinct Subject -- 1.1 Motivation -- 1.2 The Main Reason Financial Machine Learning Projects Usually Fail -- 1.2.1 The Sisyphus Paradigm -- 1.2.2 The Meta-Strategy Paradigm -- 1.3...

Intelligent Credit Scoring -- Contents -- Acknowledgments -- Chapter 1 Introduction -- Scorecards: General Overview -- Notes -- Chapter 2 Scorecard Development: The People and the Process -- Scorecard Development Roles -- Scorecard Developer -- Data Scientist -- Product or Portfolio Risk...