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...
Saved in:
| Main Authors: | , , , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo
O'Reilly
June 2020
|
| Edition: | First edition |
| Subjects: | |
| Online Access: | BFB01 UBR01 |
| Summary: | 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. |
| Physical Description: | 1 Online-Ressource (xxvii, 424 Seiten) Illustrationen, Diagramme |
| ISBN: | 9781492054009 |
Staff View
MARC
| LEADER | 00000nmm a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV047024107 | ||
| 003 | DE-604 | ||
| 005 | 20210304 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 201123s2020 |||| o||u| ||||||eng d | ||
| 020 | |a 9781492054009 |9 978-1-4920-5400-9 | ||
| 035 | |a (OCoLC)1224485027 | ||
| 035 | |a (DE-599)BVBBV047024107 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-355 |a DE-522 | ||
| 084 | |a CV 3500 |0 (DE-625)19155: |2 rvk | ||
| 084 | |a ES 900 |0 (DE-625)27926: |2 rvk | ||
| 084 | |a ST 306 |0 (DE-625)143654: |2 rvk | ||
| 100 | 1 | |a Vajjala, Sowmya |e Verfasser |0 (DE-588)1074835425 |4 aut | |
| 245 | 1 | 0 | |a Practical natural language processing |b a comprehensive guide to building real-world NLP systems |c Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana |
| 250 | |a First edition | ||
| 264 | 1 | |a Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo |b O'Reilly |c June 2020 | |
| 300 | |a 1 Online-Ressource (xxvii, 424 Seiten) |b Illustrationen, Diagramme | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 505 | 8 | |a 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 | |
| 520 | 3 | |a 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. | |
| 650 | 0 | 7 | |a Computerlinguistik |0 (DE-588)4035843-4 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Sprachverarbeitung |0 (DE-588)4116579-2 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Python |g Programmiersprache |0 (DE-588)4434275-5 |2 gnd |9 rswk-swf |
| 653 | 0 | |a Natural language processing (Computer science) | |
| 653 | 0 | |a Application software / Development | |
| 653 | 0 | |a Text data mining | |
| 653 | 0 | |a Machine learning | |
| 689 | 0 | 0 | |a Computerlinguistik |0 (DE-588)4035843-4 |D s |
| 689 | 0 | 1 | |a Sprachverarbeitung |0 (DE-588)4116579-2 |D s |
| 689 | 0 | 2 | |a Python |g Programmiersprache |0 (DE-588)4434275-5 |D s |
| 689 | 0 | |5 DE-604 | |
| 700 | 1 | |a Majumder, Bodhisattwa |e Verfasser |0 (DE-588)1218318112 |4 aut | |
| 700 | 1 | |a Gupta, Anuj |d 1964- |e Verfasser |0 (DE-588)1146586035 |4 aut | |
| 700 | 1 | |a Surana, Harshit |e Verfasser |0 (DE-588)1218318414 |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-1-4920-5405-4 |
| 912 | |a ZDB-30-PQE | ||
| 999 | |a oai:aleph.bib-bvb.de:BVB01-032431512 | ||
| 966 | e | |u https://ebookcentral.proquest.com/lib/th-brandenburg/detail.action?docID=6229498 |l BFB01 |p ZDB-30-PQE |q BFB_Kauf |x Aggregator |3 Volltext | |
| 966 | e | |u https://ebookcentral.proquest.com/lib/uniregensburg-ebooks/detail.action?docID=6229498 |l UBR01 |p ZDB-30-PQE |q UBR_Einzelkauf 2020 |x Aggregator |3 Volltext | |
Record in the Search Index
| _version_ | 1804181991315210240 |
|---|---|
| adam_txt | |
| any_adam_object | |
| any_adam_object_boolean | |
| author | Vajjala, Sowmya Majumder, Bodhisattwa Gupta, Anuj 1964- Surana, Harshit |
| author_GND | (DE-588)1074835425 (DE-588)1218318112 (DE-588)1146586035 (DE-588)1218318414 |
| author_facet | Vajjala, Sowmya Majumder, Bodhisattwa Gupta, Anuj 1964- Surana, Harshit |
| author_role | aut aut aut aut |
| author_sort | Vajjala, Sowmya |
| author_variant | s v sv b m bm a g ag h s hs |
| building | Verbundindex |
| bvnumber | BV047024107 |
| classification_rvk | CV 3500 ES 900 ST 306 |
| collection | ZDB-30-PQE |
| 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 |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03418nmm a2200541 c 4500</leader><controlfield tag="001">BV047024107</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20210304 </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">201123s2020 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781492054009</subfield><subfield code="9">978-1-4920-5400-9</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1224485027</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV047024107</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-355</subfield><subfield code="a">DE-522</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">CV 3500</subfield><subfield code="0">(DE-625)19155:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ES 900</subfield><subfield code="0">(DE-625)27926:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 306</subfield><subfield code="0">(DE-625)143654:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Vajjala, Sowmya</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1074835425</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Practical natural language processing</subfield><subfield code="b">a comprehensive guide to building real-world NLP systems</subfield><subfield code="c">Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana</subfield></datafield><datafield tag="250" ind1=" " ind2=" "><subfield code="a">First edition</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Beijing ; Boston ; Farnham ; Sebastopol ; Tokyo</subfield><subfield code="b">O'Reilly</subfield><subfield code="c">June 2020</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (xxvii, 424 Seiten)</subfield><subfield code="b">Illustrationen, Diagramme</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="505" ind1="8" ind2=" "><subfield code="a">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</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">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.</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Computerlinguistik</subfield><subfield code="0">(DE-588)4035843-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Sprachverarbeitung</subfield><subfield code="0">(DE-588)4116579-2</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Python</subfield><subfield code="g">Programmiersprache</subfield><subfield code="0">(DE-588)4434275-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Natural language processing (Computer science)</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Application software / Development</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Text data mining</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Machine learning</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Computerlinguistik</subfield><subfield code="0">(DE-588)4035843-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Sprachverarbeitung</subfield><subfield code="0">(DE-588)4116579-2</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Python</subfield><subfield code="g">Programmiersprache</subfield><subfield code="0">(DE-588)4434275-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Majumder, Bodhisattwa</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1218318112</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Gupta, Anuj</subfield><subfield code="d">1964-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1146586035</subfield><subfield code="4">aut</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Surana, Harshit</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)1218318414</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-1-4920-5405-4</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-30-PQE</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032431512</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://ebookcentral.proquest.com/lib/th-brandenburg/detail.action?docID=6229498</subfield><subfield code="l">BFB01</subfield><subfield code="p">ZDB-30-PQE</subfield><subfield code="q">BFB_Kauf</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://ebookcentral.proquest.com/lib/uniregensburg-ebooks/detail.action?docID=6229498</subfield><subfield code="l">UBR01</subfield><subfield code="p">ZDB-30-PQE</subfield><subfield code="q">UBR_Einzelkauf 2020</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV047024107 |
| illustrated | Not Illustrated |
| index_date | 2024-07-03T16:00:16Z |
| indexdate | 2024-07-10T09:00:27Z |
| institution | BVB |
| isbn | 9781492054009 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032431512 |
| oclc_num | 1224485027 |
| open_access_boolean | |
| owner | DE-355 DE-BY-UBR DE-522 |
| owner_facet | DE-355 DE-BY-UBR DE-522 |
| physical | 1 Online-Ressource (xxvii, 424 Seiten) Illustrationen, Diagramme |
| psigel | ZDB-30-PQE ZDB-30-PQE BFB_Kauf ZDB-30-PQE UBR_Einzelkauf 2020 |
| publishDate | 2020 |
| publishDateSearch | 2020 |
| publishDateSort | 2020 |
| publisher | O'Reilly |
| record_format | marc |
| 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 |
| work_keys_str_mv | AT vajjalasowmya practicalnaturallanguageprocessingacomprehensiveguidetobuildingrealworldnlpsystems AT majumderbodhisattwa practicalnaturallanguageprocessingacomprehensiveguidetobuildingrealworldnlpsystems AT guptaanuj practicalnaturallanguageprocessingacomprehensiveguidetobuildingrealworldnlpsystems AT suranaharshit practicalnaturallanguageprocessingacomprehensiveguidetobuildingrealworldnlpsystems |