A concise introduction to machine learning

"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, astron...

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Bibliographic Details
Main Author Faul, A. C. (Author)
Format Electronic eBook
LanguageEnglish
Published Boca Raton : CRC Press, Taylor and Francis Group, [2020]
SeriesChapman & Hall/CRC machine learning & pattern recognition series.
Subjects
Machine learning > Textbooks.
elektronické knihy
electronic books
Online AccessFull text
ISBN9781351204736
1351204734
9780815384205
9780815384106
9781351204750
1351204750
9781351204743
1351204742
9781351204729
1351204726
Physical Description1 online resource (xix, 314 pages).

Cover

Table of Contents:
  • Introduction
  • Probability theory
  • Sampling
  • Linear classification
  • Non-linear classification
  • Dimensionality reduction
  • Regression
  • Feature learning.

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