A concise introduction to machine learning /
A.C. Faul.
- Boca Raton, CRC Press, 2020.
- xix, 314. illustrations ; 24 cm.
- Chapman & Hall/CRC machine learning & pattern recognition series .
"A Chapman & Hall book."
Includes bibliographical references (pages 301-303) and index.
"Machine Learning is known by many different names, and is used in many areas of science. It is also used for a variety of applications, including spam filtering, optical character recognition, search engines, computer vision, NLP, advertising, fraud detection, robotics, data prediction, astronomy. Considering this, it can often be difficult to find a solution to a problem in the literature, simply because different words and phrases are used for the same concept. This class-tested textbook aims to alleviate this, using mathematics as the common language. It covers a variety of machine learning concepts from basic principles, and llustrates every concept using examples in MATLAB"--