rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    non sort: A
    title: concise introduction to machine learning
  name:
    name part: Faul, A. C. (Anita C.)
    role:
      role term: creator
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  genre: elektronické knihy
  genre: electronic books
  origin info:
    place:
      place term: flu
    date issued: 2020
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xix, 314 pages).
  abstract: "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"--
  table of contents: Introduction -- Probability theory -- Sampling -- Linear classification -- Non-linear classification -- Dimensionality reduction -- Regression -- Feature learning.
  note: A.C. Faul.
  note: "A Chapman & Hall book."
  note: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  note: Includes bibliographical references (pages 301-303) and index.
  subject:
    topic: Machine learning
    genre: Textbooks
  related item:
    title info:
      title: A concise introduction to machine learning
    origin info:
      publisher: Boca Raton : CRC Press, Taylor & Francis Group, [2020]
    identifier: (DLC) 2019015915
  related item:
    title info:
      title: Chapman & Hall/CRC machine learning & pattern recognition series
  identifier: 9781351204736
  identifier: 1351204734
  identifier: 9780815384205
  identifier: 9780815384106
  identifier: 9781351204750
  identifier: 1351204750
  identifier: 9781351204743
  identifier: 1351204742
  identifier: 9781351204729
  identifier: 1351204726
  identifier: https://proxy.k.utb.cz/login
  access condition: Plný text je dostupný pouze z IP adres počítačů Univerzity Tomáše Bati ve Zlíně nebo vzdáleným přístupem pro zaměstnance a studenty
  record info:
    record content source: DLC
    record creation date: 190411
    record change date: 20240717213016.0
    record identifier: kn-on1111577914
    language of cataloging:
      language term: eng