Articoli correlati a Machine Learning: A Quantitative Approach

Machine Learning: A Quantitative Approach - Brossura

 
9781986487528: Machine Learning: A Quantitative Approach

Sinossi

Machine learning is a newly-reinvigorated field. It promises to foster many technological advances that may improve the quality of our lives significantly, from the use of the latest, popular, high-gear gadgets such as smartphones, home devices, TVs, game consoles and even self-driving cars, and so on. Of course, for all of us in the circles of high education, academic research and various industrial fields, it offers more challenges and more opportunities.

Whether you are a CS student taking a machine learning class or a scientist or an engineer entering the field of machine learning, this text helps you get up to speed with machine learning quickly and systematically. By adopting a quantitative approach, you will be able to grasp many of the machine learning core concepts, algorithms, models, methodologies, strategies and best practices within a minimal amount of time. Throughout the text, you will be provided with proper textual explanations and graphical exhibitions augmented not only with relevant mathematics for its rigor, conciseness, and necessity but also with high-quality examples.

The text encourages you to take a hands-on approach while grasping all rigorous, necessary mathematical underpinnings behind various ML models. Specifically, this text helps you:

  • Understand what problems machine learning can help solve
  • Understand various machine learning models, with the strengths and limitations of each model
  • Understand how various major machine learning algorithms work behind the scene so that you would be able to optimize, tune, and size various models more effectively and efficiently
  • Understand a few state-of-the-art neural network architectures such as Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), and Autoencoders (AEs), and so on
  • More importantly, you can learn how to train and run practically usable deep learning models on macOS and Linux-based instances with GPUs

Solutions to exercises are also provided to help you self-check your self-paced learning.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

  • EditoreCreateSpace Independent Publishing Platform
  • Data di pubblicazione2018
  • ISBN 10 1986487520
  • ISBN 13 9781986487528
  • RilegaturaCopertina flessibile
  • LinguaInglese
  • Numero di pagine479
  • Contatto del produttorenon disponibile

Compra usato

Condizioni: molto buono
332 pages; Very Good condition....
Visualizza questo articolo

EUR 21,86 per la spedizione da U.S.A. a Italia

Destinazione, tempi e costi

EUR 26,23 per la spedizione da U.S.A. a Italia

Destinazione, tempi e costi

Altre edizioni note dello stesso titolo

9781985136625: Machine Learning: A Quantitative Approach

Edizione in evidenza

ISBN 10:  1985136627 ISBN 13:  9781985136625
Casa editrice: CreateSpace Independent Publishi..., 2018
Brossura

Risultati della ricerca per Machine Learning: A Quantitative Approach

Immagini fornite dal venditore

Henry H Liu
Editore: Perfmath, 2018
ISBN 10: 1986487520 ISBN 13: 9781986487528
Antico o usato Paperback

Da: True Oak Books, Highland, NY, U.S.A.

Valutazione del venditore 5 su 5 stelle 5 stelle, Maggiori informazioni sulle valutazioni dei venditori

Paperback. Condizione: Very Good+. No Edition Stated. 332 pages; Very Good condition. No noteworthy defects. No markings. ; - Your satisfaction is our priority. We offer free returns and respond promptly to all inquiries. Your item will be carefully cushioned in bubble wrap and securely boxed. All orders ship on the same or next business day. Buy with confidence. Codice articolo HVD-52025-OS-0

Contatta il venditore

Compra usato

EUR 40,48
Convertire valuta
Spese di spedizione: EUR 21,86
Da: U.S.A. a: Italia
Destinazione, tempi e costi

Quantità: 1 disponibili

Aggiungi al carrello

Immagini fornite dal venditore

Liu, Henry H
ISBN 10: 1986487520 ISBN 13: 9781986487528
Antico o usato Brossura

Da: Goodwill of Greater Milwaukee and Chicago, Racine, WI, U.S.A.

Valutazione del venditore 5 su 5 stelle 5 stelle, Maggiori informazioni sulle valutazioni dei venditori

Condizione: acceptable. Book is considered to be in acceptable condition. The actual cover image may not match the stock photo. Book may have one or more of the following defects: noticeable wear on the cover dust jacket or spine; curved, dog eared or creased page s ; writing or highlighting inside or on the edges; sticker s or other adhesive on cover; CD DVD may not be included; and book may be a former library copy. Codice articolo SEWV.1986487520.A

Contatta il venditore

Compra usato

EUR 38,26
Convertire valuta
Spese di spedizione: EUR 30,60
Da: U.S.A. a: Italia
Destinazione, tempi e costi

Quantità: 1 disponibili

Aggiungi al carrello

Foto dell'editore

Liu, Henry H
ISBN 10: 1986487520 ISBN 13: 9781986487528
Nuovo Paperback

Da: Toscana Books, AUSTIN, TX, U.S.A.

Valutazione del venditore 5 su 5 stelle 5 stelle, Maggiori informazioni sulle valutazioni dei venditori

Paperback. Condizione: new. Excellent Condition.Excels in customer satisfaction, prompt replies, and quality checks. Codice articolo Scanned1986487520

Contatta il venditore

Compra nuovo

EUR 226,86
Convertire valuta
Spese di spedizione: EUR 26,23
Da: U.S.A. a: Italia
Destinazione, tempi e costi

Quantità: 1 disponibili

Aggiungi al carrello