TY  - BOOK
AU  - Faul,A.C.
TI  - A concise introduction to machine learning
T2  - Chapman & Hall/CRC machine learning & pattern recognition
SN  - 9781351204750
AV  - Q325.5 .F38 2020eb
U1  - 006.3/1 23
PY  - 2019///]
CY  - Boca Raton, Florida
PB  - CRC Press
KW  - Machine learning
KW  - Textbooks
KW  - BUSINESS & ECONOMICS / Statistics
KW  - bisacsh
KW  - COMPUTERS / General
KW  - COMPUTERS / Computer Graphics / Game Programming & Design
N1  - Introduction -- Probability theory -- Sampling -- Linear classification -- Non-linear classification -- Dimensionality reduction -- Regression -- Feature learning
N2  - "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"--
UR  - https://www.taylorfrancis.com/books/9781351204750
UR  - http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf
ER  -