Applied Predictive Analytics: Principles and Techniques for The Professional Data Analyst (MISL-WILEY)

Predictive Analytics will teach both art and science, showing when and why to use particular techniques to achieve particular results. And importantly, how, when and why to violate assumptions in the underlying math and stats-based theory. The principles and techniques in this book have been developed by the author over 20 years of consulting and training. His approach is thoroughly pragmatic, focusing on the algorithms and analysis techniques that are supported by commercial and open source software and shows which mix of techniques and real-world tools yield the best results.

Categories: Art & Design