Autor: Yue Zhang , Zhiyang Teng
Wydawca: Cambridge University Press
Dostępność: 3-6 tygodni
Cena: 340,20 zł
Przed złożeniem zamówienia prosimy o kontakt mailowy celem potwierdzenia ceny.
ISBN13: |
9781108420211 |
ISBN10: |
1108420214 |
Autor: |
Yue Zhang , Zhiyang Teng |
Oprawa: |
Hardback |
Rok Wydania: |
2021-01-07 |
Ilość stron: |
484 |
Wymiary: |
246 x 189 mm |
Tematy: |
Natural language & machine translation |
With a machine learning approach and less focus on linguistic details, this gentle introduction to natural language processing develops fundamental mathematical and deep learning models for NLP under a unified framework. NLP problems are systematically organised by their machine learning nature, including classification, sequence labelling, and sequence-to-sequence problems. Topics covered include statistical machine learning and deep learning models, text classification and structured prediction models, generative and discriminative models, supervised and unsupervised learning with latent variables, neural networks, and transition-based methods. Rich connections are drawn between concepts throughout the book, equipping students with the tools needed to establish a deep understanding of NLP solutions, adapt existing models, and confidently develop innovative models of their own. Featuring a host of examples, intuition, and end of chapter exercises, plus sample code available as an online resource, this textbook is an invaluable tool for the upper undergraduate and graduate student.
Książek w koszyku: 0 szt.
Wartość zakupów: 0,00 zł
Gambit
Centrum Oprogramowania
i Szkoleń Sp. z o.o.
Al. Pokoju 29b/22-24
31-564 Kraków
Siedziba Księgarni
ul. Kordylewskiego 1
31-542 Kraków
+48 12 410 5991
+48 12 410 5987
+48 12 410 5989
Administratorem danych osobowych jest firma Gambit COiS Sp. z o.o. Na podany adres będzie wysyłany wyłącznie biuletyn informacyjny.
© Copyright 2012: GAMBIT COiS Sp. z o.o. Wszelkie prawa zastrzeżone.
Projekt i wykonanie: Alchemia Studio Reklamy