{"product_id":"applied-natural-language-processing-in-the-enterprise-teaching-machines-to-read-write-and-understand-9781492062578","title":"Applied Natural Language Processing in the Enterprise: Teaching Machines to Read, Write, and Understand","description":"\u003cp\u003eNLP is one of the hottest topics in AI today. Having lagged for years behind other deep learning fields such as computer vision, NLP only recently gained mainstream popularity. Google, Facebook, and OpenAI have open-sourced large pretrained language models, but many organizations today still struggle with building and adopting NLP applications. This hands-on guide helps you learn the process quickly.\u003c\/p\u003e\u003cp\u003eIf you have a basic to intermediate understanding of machine learning and programming experience with Python, you'll learn how to build and deploy real-world NLP applications in your organization. Authors Ankur Patel and Ajay Uppili Arasanipalai walk you through the process without bogging you down in theory.\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eUnderstand how state-of-the-art NLP models work\u003c\/li\u003e\n\u003cli\u003eLearn the tools of the trade, including frameworks popular today\u003c\/li\u003e\n\u003cli\u003ePerform NLP tasks such as text classification, semantic search, and reading comprehension\u003c\/li\u003e\n\u003cli\u003eSolve problems using new models like transformers and techniques such as transfer learning\u003c\/li\u003e\n\u003cli\u003eBuild NLP models from scratch with performance comparable or superior to out-of-the-box systems\u003c\/li\u003e\n\u003cli\u003eDeploy your models to production and maintain their performance\u003c\/li\u003e\n\u003cli\u003eImplement a suite of NLP algorithms using Python and PyTorch\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e O'Reilly Media\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 06\/08\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781492062578\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 329","brand":"Ankur A. Patel, Ajay Uppili Arasanipalai","offers":[{"title":"Default Title","offer_id":39955809566901,"sku":"9781492062578","price":73.09,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_e63772b8-63f3-4435-b4fa-be82d1666fcb.jpg?v=1620217616","url":"https:\/\/pastforward.org\/products\/applied-natural-language-processing-in-the-enterprise-teaching-machines-to-read-write-and-understand-9781492062578","provider":"Past Forward","version":"1.0","type":"link"}