Applying Data Science: How to Create Value with Artificial Intelligence (Hardcover, 2020)

Part I: From Business Problems to Data Science.- Data Science Based on Artificial Intelligence.- Business Problems Dependent on Data.- AI-Based Data Science Solutions.- The Lost in Translation Trap.- AI-Based Data Science Work Flow.- Part II: AI-Based Data Science Toolbox.- Problem Knowledge Acquisition.- Data Preparation.- Data Analysis.- Model Development.- Model Deployment Lifecycle.- Part III: AI-Based Data Science in Action.- Infrastructure.- People.- AI-Based Data Science Applications in Manufacturing.- AI-Based Data Science Applications in Business.- How to Operate AI-Based Data Science in a Business. How to Become an Effective Data Scientist.