SYSTEMS Analytics title refers to a new development effort in the field of Machine Learning grounded firmly in Systems Theory; the subtitle, “ADAPTIVE Machine Learning”, captures the link to the current state of the art. My intention in writing this book is to bring mathematically trained graduates in engineering, physics, mathematics and allied fields into Data Science. It is a workbook with MATLAB code that creates a common framework and points out various interconnections. This will allow you to connect your past knowledge to Data Science or Machine Learning or Analytics as applied to business.
The book has two parts: PART I - Machine Learning from multiple perspectives & PART II - SYSTEMS Analytics. Having established the foundation of SYSTEMS Analytics in Part II, many more opportunities to extend the field in theory and business applications are discussed in the closing section.
The book is available, here.