PART 1. INTRODUCTION AND ANALYTICS MODELS -- Retraining and Reskilling Financial Participators in the Digital Age -- Basics of Financial Data Analytics -- Predictive Analytics Techniques: Theory and Applications in Finance -- Prescriptive Analytics Techniques: Theory and Applications in Finance...

Cover -- Title Page -- Copyright -- Contents -- Chapter 1 Do Algorithms Dream About Artificial Alphas? -- 1.1 Introduction -- 1.2 Replication or Reinvention -- 1.3 Reinvention with Machine Learning -- 1.4 A Matter of Trust -- 1.5 Economic Existentialism: A Grand Design or an Accident? -- 1.6...

This book presents both theory of financial data analytics, as well as comprehensive insights into the application of financial data analytics techniques in real financial world situations. It offers solutions on how to logically analyze the enormous amount of structured and unstructured data...