Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many data-mining techniques in use today.

This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types such as text, time series, discrete sequences, spatial data, graph data, and social networks.

Data Mining: Practical Machine Learning Tools and Techniques, Fourth Edition, offers a thorough grounding in machine learning concepts, along with practical advice on applying these tools and techniques in real-world data mining situations. This highly anticipated fourth edition of the most acclaimed work on data mining and machine learning teaches readers everything they need to know to get going, from preparing inputs, interpreting outputs, evaluating results, to the algorithmic methods at the heart of successful data mining approaches.

This book links ethical leadership theory to the implementation of improved leadership practices, particularly in highly operational environments. It builds on the recognition that bad forms of leadership lead to declining motivation and consequently to problems in the social climate and quality of work in organizations and the personal health of employees. It is based on a qualitative study from 100 in-depth interviews using inductive categorization, retrieving deep, rich and unprompted data from a highly developed and advanced production facility.

The purpose of this book is to provide practicing and aspiring managers and students of management a practical and comprehensive reference source for communicating on the job with all people in all situations. This "how-to" book provides readers with the essential knowledge, attitudes, and skills to perform the communicating aspects of their routine and special duties.

The purpose of this book is to provide practicing and aspiring managers and students of management a practical and comprehensive reference source for communicating on the job with all people in all situations.

Managerial Communication for Professional Development offers a unique functions approach to managerial skills. It explores what the communication managers actually do in business across the planning, organizing, leading, and controlling functions when professional skills are needed the most.

Using predictive analytics techniques, decision-makers can uncover hidden patterns and correlations in their data and leverage these insights to improve many key business decisions. In this thoroughly updated guide, Dr. Dursun Delen illuminates state-of-the-art best practices for predictive analytics for both business professionals and students.