A concise introduction to machine learning

• Main Author: Faul, A. C. (Author)
• Format: eBook
• Language: English
• Published: Boca Raton : CRC Press, Taylor and Francis Group, [2020]
• Series: Chapman & Hall/CRC machine learning & pattern recognition series.
• Subjects: Machine learning > Textbooks.; elektronické knihy; electronic books
• ISBN: 9781351204736; 1351204734; 9780815384205; 9780815384106; 9781351204750; 1351204750; 9781351204743; 1351204742; 9781351204729; 1351204726
• Physical Description: 1 online resource (xix, 314 pages).
• Item Description: "A Chapman & Hall book."
• Access: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty

"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"--