Machine learning has great potential for improving products, processes, and research. But computers usually do not explain their predictions which is a barrier to the adoption of machine learning. Ideal for students or developers who need an introduction to modeling processes and/or predictive models, this machine learning textbook provides a comprehensive breakdown of the entire modeling process. This book is about making machine learning models and their decisions interpretable. This machine learning textbook is commonly cited throughout the machine learning community for its conceptual...