02571nam a2200433 i 450000100060000000300090000600800410001501000170005601500190007301600180009202000180011003500240012804000890015204200140024105000250025508200150028024501330029525000190042826400450044726400110049230000480050350400510055150503300060252007420093252600080167465000520168265000390173465000220177365000220179565000450181765000280186265000570189065000280194770000300197570000360200570000260204170000300206785200400209739676BD-DhAAL220925t20202020caua     b    001 0 eng d  a  2021275226  aGBC1029272bnb7 a0200236252Uk  a9789385889189  a(OCoLC)on1125266646  aYDXbengcYDXerdadOCLCQdJRZdBDXdCLEdOCLCFdNTUdUKMGBdJTBdOKXdDLCdBD-DhAAL  alccopycat00aQA76.9.N38bS69 202004a006.3522310aPractical natural language processing :ba comprehensive guide to building real-world NLP systems /cSowmya Vajjala... [et al.].  aFirst edition. 1aSebastopol, CA :bO'Reilly Media,c2020. 4c©2020  axxvii, 424 pages :billustrations ;c24 cm.  aIncludes bibliographical references and index.0 aPart 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.  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."--  aCSE 0aNatural language processing (Computer science). 0aApplication softwarexDevelopment. 0aText data mining. 0aMachine learning. 7aApplication softwarexDevelopment.2fast 7aMachine learning.2fast 7aNatural language processing (Computer science)2fast 7aText data mining.2fast1 aVajjala, Sowmya,eauthor.1 aMajumder, Bodhisattwa,eauthor.1 aGupta, Anju,eauthor.1 aSurana, Harshit,eauthor.  aAyesha Abed LibrarycGeneral Stacks