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Natural Language Processing
- A Machine Learning Perspective
Af: Yue Zhang, Zhiyang Teng
Engelsk
Bogcover for Natural Language Processing af Yue Zhang, Zhiyang Teng, 9781108420211
Specifikationer
Sprog:
Engelsk
Sider:
484
ISBN-13:
9781108420211
Indbinding:
Hardback
ISBN-10:
1108420214
Kategori:
Udg. Dato:
7 jan 2021
Størrelse i cm:
19,6 x 25,3 x 2,8
Forlag:
Oplagsdato:
7 jan 2021
Forfatter(e):
Genre:

Natural Language Processing

- A Machine Learning Perspective
Af: Yue Zhang, Zhiyang Teng
Engelsk
Hardback 2021
Format:
Hardback
Bog beskrivelse
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.
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675,71 kr
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583 kr
spar 14%
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Sikker betaling
6 - 8 hverdage
Specifikationer
Sprog:
Engelsk
Sider:
484
ISBN-13:
9781108420211
Indbinding:
Hardback
ISBN-10:
1108420214
Kategori:
Udg. Dato:
7 jan 2021
Størrelse i cm:
19,6 x 25,3 x 2,8
Forlag:
Oplagsdato:
7 jan 2021
Forfatter(e):
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