MATLAB Machine Learning

1 Overview of Machine Learning
2 The History of Autonomous Learning

3 Software for machine learning

4 Representation of data for Machine Learning in MATLAB

5 MATLAB Graphics

6 Machine Learning Examples in MATLAB

7 Face Recognition with Deep Learning
8 Data Classification

9 Classification of Numbers Using Neural Networks

10 Kalman Filters

11 Adaptive Control

12 Autonomous Driving

Bibliography

Michael Paluszek is the co-author of MATLAB Recipes published by Apress. He is President of Princeton Satellite Systems, Inc. (PSS) in Plainsboro, New Jersey. Mr. Paluszek founded PSS in 1992 to provide aerospace consulting services. He used MATLAB to develop the control system and simulation for the Indostar-1 geosynschronous communications satellite, resulting in the launch of PSS' first commercial MATLAB toolbox, the Spacecraft Control Toolbox, in 1995. Since then he has developed toolboxes and software packages for aircraft, submarines, robotics, and fusion propulsion, resulting in PSS' current extensive product line. He is currently leading an Army research contract for precision attitude control of small satellites and working with the Princeton Plasma Physics Laboratory on a compact nuclear fusion reactor for energy generation and propulsion. Prior to founding PSS, Mr. Paluszek was an engineer at GE Astro Space in East Windsor, NJ. At GE he designed the Global Geospace Science Polar despun platform control system and led the design of the GPS IIR attitude control system, the Inmarsat-3 attitude control systems and the Mars Observer delta-V control system, leveraging MATLAB for control design. Mr. Paluszek also worked on the attitude determination system for the DMSP meteorological satellites. Mr. Paluszek flew communication satellites on over twelve satellite launches, including the GSTAR III recovery, the first transfer of a satellite to an operational orbit using electric thrusters. At Draper Laboratory Mr. Paluszek worked on the Space Shuttle, Space Station and submarine navigation. His Space Station work included designing of Control Moment Gyro based control systems for attitude control. Mr. Paluszek received his bachelors in Electrical Engineering, and master's and engineer's degrees in Aeronautics and Astronautics from the Massachusetts Institute of Technology. He is author of numerous papers and has over a dozen U.S. Patents.
Stephanie Thomas is the

"This book presents MATLAB implementation in machine learning. ... subsections found in most chapters--'Problem,' 'Solution,' and 'How It Works'--make this book an interesting read. Programming blocks in MATLAB are helpful to beginners and advanced learners, as well as graduate students and professionals working in various aspects of machine learning implementation. Most of the chapters conclude with a summary and references, and the book ends with an index." (Computing Reviews, October, 2017)