Machine Learning for Practical Decision Making

Kirjan Machine Learning for Practical Decision Making (2022) on kirjoittanut Christo El Morr. Kirjan kieli on englanti, ja sen on kustantanut Springer International Publishing AG. Kirja on laajuudeltaan 465 sivua ja se on sidottu.

This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective that does not require a background in data science or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics. The book will help readers understand the various key algorithms, major software tools, and their applications. Moreover, through examples from the healthcare and business analytics fields, it demonstrates how and when ML can help them make better decisions in their disciplines. The book is chiefly intended for undergraduate and graduate students who are taking an introductory course in machine learning. It will also benefit data analysts and anyone interested in learning ML approaches.