This engaging and clearly written textbook/reference provides a must-have introduction to the rapidly emerging interdisciplinary field of data science. It focuses on the principles fundamental to becoming a good data scientist and the key skills needed to build systems for collecting, analyzing, and interpreting data. The Data Science Design Manual is a source of practical insights that highlights what really matters in analyzing data, and provides an intuitive understanding of how these core...

Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source software) to tackle business problems and opportunities. This is the sixth version of this successful text, and the first using Python. It covers both statistical and machine learning algorithm...

Chemical reaction engineering is concerned with the exploitation of chemical reactions on a commercial scale. Ita s goal is the successful design and operation of chemical reactors. This text emphasizes qualitative arguments, simple design methods, graphical procedures, and frequent comparison of capabilities of the major reactor types.

Simple ideas are treated first, and are then extended to the more complex.

The Essence of Gastronomy: Understanding the Flavor of Foods and Beverages presents a new comprehensive and unifying theory on flavor, which answers ancient questions and offers new opportunities for solving food-related issues. It presents gastronomy as a holistic concept, focusing not only on the food and its composition but also on the human who eats it. This book defines gastronomy as the science of flavor and tasting, where flavor is a broadly interpreted objective characteristic that re...