Kaikki kirjat 25 % alennuksella koodilla: BOOKS

  • check Yli 10 miljoonaa kirjaa
  • check Uutuuksia joka päivä
  • check Yli 1 miljoona asiakasta luottaa meihin
  • check Hyvät hinnat ja alennukset
  • check Toimitus koko Eurooppaan

Information-Theoretic Methods in Data Science -

englanti
2021-04-08
179,90 € 239,87 €

-25% koodilla BOOKS

Toimittajalla varastossa

Toimitus 17-23 arkipäivässä

30 päivän palautusoikeus

Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions throughout, it shows how information-theoretic methods are being used in data acquisition, data representation, data analysis, and statistics and machine learning. C ... Täydellinen kuvaus

Saatat myös pitää

Kuvaus

Learn about the state-of-the-art at the interface between information theory and data science with this first unified treatment of the subject. Written by leading experts in a clear, tutorial style, and using consistent notation and definitions throughout, it shows how information-theoretic methods are being used in data acquisition, data representation, data analysis, and statistics and machine learning. Coverage is broad, with chapters on signal acquisition, data compression, compressive sensing, data communication, representation learning, emerging topics in statistics, and much more. Each chapter includes a topic overview, definition of the key problems, emerging and open problems, and an extensive reference list, allowing readers to develop in-depth knowledge and understanding. Providing a thorough survey of the current research area and cutting-edge trends, this is essential reading for graduate students and researchers working in information theory, signal processing, machine learning, and statistics.

Lisätietoja

Julkaisija Cambridge University Press
Julkaisuvuosi 2021
Kannen tyyppi Kovakantinen
EAN 9781108427135
Kirjoita oma arvostelusi
Arvostelet: Information-Theoretic Methods in Data Science
Arvostelusi:

Goodreads-arvostelut

179,90 € 239,87 €