Predictive Analytics by Vijay Kumar

Predictive Analytics by Vijay Kumar

Predictive analytics refers to making predictions about the future based on different parameters which are historical data, machine learning, and artificial intelligence. This book provides the most recent advances in the field along with case studies and real-world examples.

It discusses predictive modeling and analytics in reliability engineering and introduces current achievements and applications of artificial intelligence, data mining, and other techniques in supply chain management. It covers applications to reliability engineering practice, presents numerous examples to illustrate the theoretical results, and considers and analyses case studies and real-word examples.

The book is written for researchers and practitioners in the field of system reliability, quality, supply chain management, and logistics management. Students taking courses in these areas will also find this book of interest.

VIJAY KUMAR is a professor at the IIT School of Design, Illinois Institute of Technology's graduate school of design, where he directs the Strategic Design Planning and Design Methodologies programs. Kumar has lectured, published, consulted, and taught on the use of organized methodologies, tools, and frameworks for conceptualizing credible human-centered innovations and putting them into organizational strategic plans all over the world.