Practical natural language processing: a comprehensive guide to building real-world NLP systems
Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data sci...
Gespeichert in:
| Hauptverfasser: | , , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo
O'Reilly
June 2020
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| Ausgabe: | First edition |
| Schlagworte: | |
| Online-Zugang: | BFB01 UBR01 |
| Zusammenfassung: | Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You'll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail. |
| Beschreibung: | 1 Online-Ressource (xxvii, 424 Seiten) Illustrationen, Diagramme |
| ISBN: | 9781492054009 |
Internformat
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| author | Vajjala, Sowmya Majumder, Bodhisattwa Gupta, Anuj 1964- Surana, Harshit |
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| contents | Part 1. Foundations. NLP: a primer -- NLP pipeline -- Text representation -- Part 2. Essentials. Text classification -- Information extraction -- Chatbots -- Topics in brief -- Part 3. Applied. Social media -- E-commerce and retail -- Healthcare, finance, and law -- Part 4. Bringing it all together. The end-to-end NLP process |
| ctrlnum | (OCoLC)1224485027 (DE-599)BVBBV047024107 |
| discipline | Sprachwissenschaft Informatik Psychologie Literaturwissenschaft |
| discipline_str_mv | Sprachwissenschaft Informatik Psychologie Literaturwissenschaft |
| edition | First edition |
| format | Electronic eBook |
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| index_date | 2024-07-03T16:00:16Z |
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| isbn | 9781492054009 |
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| spelling | Vajjala, Sowmya Verfasser (DE-588)1074835425 aut Practical natural language processing a comprehensive guide to building real-world NLP systems Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana First edition Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo O'Reilly June 2020 1 Online-Ressource (xxvii, 424 Seiten) Illustrationen, Diagramme txt rdacontent c rdamedia cr rdacarrier Part 1. Foundations. NLP: a primer -- NLP pipeline -- Text representation -- Part 2. Essentials. Text classification -- Information extraction -- Chatbots -- Topics in brief -- Part 3. Applied. Social media -- E-commerce and retail -- Healthcare, finance, and law -- Part 4. Bringing it all together. The end-to-end NLP process Many books and courses tackle natural language processing (NLP) problems with toy use cases and well-defined datasets. But if you want to build, iterate, and scale NLP systems in a business setting and tailor them for particular industry verticals, this is your guide. Software engineers and data scientists will learn how to navigate the maze of options available at each step of the journey. Through the course of the book, authors Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana will guide you through the process of building real-world NLP solutions embedded in larger product setups. You'll learn how to adapt your solutions for different industry verticals such as healthcare, social media, and retail. Computerlinguistik (DE-588)4035843-4 gnd rswk-swf Sprachverarbeitung (DE-588)4116579-2 gnd rswk-swf Python Programmiersprache (DE-588)4434275-5 gnd rswk-swf Natural language processing (Computer science) Application software / Development Text data mining Machine learning Computerlinguistik (DE-588)4035843-4 s Sprachverarbeitung (DE-588)4116579-2 s Python Programmiersprache (DE-588)4434275-5 s DE-604 Majumder, Bodhisattwa Verfasser (DE-588)1218318112 aut Gupta, Anuj 1964- Verfasser (DE-588)1146586035 aut Surana, Harshit Verfasser (DE-588)1218318414 aut Erscheint auch als Druck-Ausgabe 978-1-4920-5405-4 |
| spellingShingle | Vajjala, Sowmya Majumder, Bodhisattwa Gupta, Anuj 1964- Surana, Harshit Practical natural language processing a comprehensive guide to building real-world NLP systems Part 1. Foundations. NLP: a primer -- NLP pipeline -- Text representation -- Part 2. Essentials. Text classification -- Information extraction -- Chatbots -- Topics in brief -- Part 3. Applied. Social media -- E-commerce and retail -- Healthcare, finance, and law -- Part 4. Bringing it all together. The end-to-end NLP process Computerlinguistik (DE-588)4035843-4 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Python Programmiersprache (DE-588)4434275-5 gnd |
| subject_GND | (DE-588)4035843-4 (DE-588)4116579-2 (DE-588)4434275-5 |
| title | Practical natural language processing a comprehensive guide to building real-world NLP systems |
| title_auth | Practical natural language processing a comprehensive guide to building real-world NLP systems |
| title_exact_search | Practical natural language processing a comprehensive guide to building real-world NLP systems |
| title_exact_search_txtP | Practical natural language processing a comprehensive guide to building real-world NLP systems |
| title_full | Practical natural language processing a comprehensive guide to building real-world NLP systems Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana |
| title_fullStr | Practical natural language processing a comprehensive guide to building real-world NLP systems Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana |
| title_full_unstemmed | Practical natural language processing a comprehensive guide to building real-world NLP systems Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana |
| title_short | Practical natural language processing |
| title_sort | practical natural language processing a comprehensive guide to building real world nlp systems |
| title_sub | a comprehensive guide to building real-world NLP systems |
| topic | Computerlinguistik (DE-588)4035843-4 gnd Sprachverarbeitung (DE-588)4116579-2 gnd Python Programmiersprache (DE-588)4434275-5 gnd |
| topic_facet | Computerlinguistik Sprachverarbeitung Python Programmiersprache |
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