Natural Language Processing Fundamentals for Developers

Bibliographische Detailangaben

Titel
Natural Language Processing Fundamentals for Developers
verantwortlich
Campesato, Oswald (VerfasserIn)
veröffentlicht
Dulles, Virginia: Mercury Learning and Information, [2021]
Erscheinungsjahr
2021
Medientyp
Buch
Datenquelle
British Library Catalogue
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100 1 |a Campesato, Oswald  |e author. 
245 1 0 |a Natural Language Processing Fundamentals for Developers  |c Oswald Campesato 
264 1 |a Dulles, Virginia  |b Mercury Learning and Information  |c [2021] 
300 |a xviii, 363 pages :  |b illustrations ;  |c 23 cm 
336 |a text  |b txt  |2 rdacontent 
337 |a unmediated  |b n  |2 rdamedia 
338 |a volume  |b nc  |2 rdacarrier 
500 |a Includes index. 
520 |a "This book is for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. The first two chapters contain introductory material for NumPy and Pandas, followed by chapters on NLP concepts, algorithms and toolkits, machine learning, and NLP applications. The final chapters include examples of NLP tasks using TF2 and Keras, the Transformer architecture, BERT-based models, and the GPT family of models. The appendices contain introductory material (including Python code samples) for various topics, including data and statistics, Python3, regular expressions, Keras, TF2, Matplotlib and Seaborn. Companion files with source code and figures are included"--  |c Provided by publisher. 
650 0 |a Natural language processing (Computer science) 
852 1 1 |a British Library  |b STI  |k (B)  |h 006.35 
980 |a 020466026  |b 181  |c sid-181-col-blfidbbi 
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author Campesato, Oswald
author_facet Campesato, Oswald
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contents "This book is for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. The first two chapters contain introductory material for NumPy and Pandas, followed by chapters on NLP concepts, algorithms and toolkits, machine learning, and NLP applications. The final chapters include examples of NLP tasks using TF2 and Keras, the Transformer architecture, BERT-based models, and the GPT family of models. The appendices contain introductory material (including Python code samples) for various topics, including data and statistics, Python3, regular expressions, Keras, TF2, Matplotlib and Seaborn. Companion files with source code and figures are included"--
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footnote Includes index.
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id 181-020466026
illustrated Illustrated
imprint Dulles, Virginia, Mercury Learning and Information, [2021]
imprint_str_mv Dulles, Virginia Mercury Learning and Information [2021]
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isbn 1683926579, 9781683926573
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physical xviii, 363 pages; illustrations; 23 cm
publishDate [2021]
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publisher Mercury Learning and Information
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spelling Campesato, Oswald author., Natural Language Processing Fundamentals for Developers Oswald Campesato, Dulles, Virginia Mercury Learning and Information [2021], xviii, 363 pages : illustrations ; 23 cm, text txt rdacontent, unmediated n rdamedia, volume nc rdacarrier, Includes index., "This book is for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. The first two chapters contain introductory material for NumPy and Pandas, followed by chapters on NLP concepts, algorithms and toolkits, machine learning, and NLP applications. The final chapters include examples of NLP tasks using TF2 and Keras, the Transformer architecture, BERT-based models, and the GPT family of models. The appendices contain introductory material (including Python code samples) for various topics, including data and statistics, Python3, regular expressions, Keras, TF2, Matplotlib and Seaborn. Companion files with source code and figures are included"-- Provided by publisher., Natural language processing (Computer science), British Library STI (B) 006.35
spellingShingle Campesato, Oswald, Natural Language Processing Fundamentals for Developers, "This book is for developers who are looking for an introduction to basic concepts in NLP and machine learning. Numerous code samples and listings are included to support myriad topics. The first two chapters contain introductory material for NumPy and Pandas, followed by chapters on NLP concepts, algorithms and toolkits, machine learning, and NLP applications. The final chapters include examples of NLP tasks using TF2 and Keras, the Transformer architecture, BERT-based models, and the GPT family of models. The appendices contain introductory material (including Python code samples) for various topics, including data and statistics, Python3, regular expressions, Keras, TF2, Matplotlib and Seaborn. Companion files with source code and figures are included"--, Natural language processing (Computer science)
title Natural Language Processing Fundamentals for Developers
title_auth Natural Language Processing Fundamentals for Developers
title_full Natural Language Processing Fundamentals for Developers Oswald Campesato
title_fullStr Natural Language Processing Fundamentals for Developers Oswald Campesato
title_full_unstemmed Natural Language Processing Fundamentals for Developers Oswald Campesato
title_short Natural Language Processing Fundamentals for Developers
title_sort natural language processing fundamentals for developers
topic Natural language processing (Computer science)
topic_facet Natural language processing (Computer science)