{"product_id":"9781484266632","title":"Hands-on Question Answering Systems with BERT: Applications in Neural Networks and Natural Language Processing","description":"\u003ch1\u003eHands-on Question Answering Systems with BERT: Applications in Neural Networks and Natural Language Processing\u003c\/h1\u003e \u003ch2\u003eSabharwal, Navin; Agrawal, Amit\u003c\/h2\u003e \u003cp\u003e\u003c\/p\u003e\u003cdiv\u003e\n\u003cp\u003eGet hands-on knowledge of how BERT (Bidirectional Encoder Representations from Transformers) can be used to develop question answering (QA) systems by using natural language processing (NLP) and deep learning.\u003c\/p\u003e\n\n\u003cp\u003eThe book begins with an overview of the technology landscape behind BERT. It takes you through the basics of NLP, including natural language understanding with tokenization, stemming, and lemmatization, and bag of words. Next, you’ll look at neural networks for NLP starting with its variants such as recurrent neural networks, encoders and decoders, bi-directional encoders and decoders, and transformer models. Along the way, you’ll cover word embedding and their types along with the basics of BERT. \u003c\/p\u003e\n\n\u003cp\u003eAfter this solid foundation, you’ll be ready to take a deep dive into BERT algorithms such as masked language models and next sentence prediction. You’ll see different BERT variations followed by a hands-on example of a question answering system. \u003c\/p\u003e\n\n\u003cp\u003eHands-on Question Answering Systems with BERT is a good starting point for developers and data scientists who want to develop and design NLP systems using BERT. It provides step-by-step guidance for using BERT.\u003c\/p\u003e\n\n\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\n\n  \u003cli\u003eExamine the fundamentals of word      embeddings\u003c\/li\u003e  \u003cli\u003eApply neural networks and BERT      for various NLP tasks\u003c\/li\u003e  Develop a question-answering system      from scratch  \u003cli\u003eTrain question-answering systems      for your own data\u003c\/li\u003e  \u003cp\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003c\/p\u003e\n\n\u003cp\u003eAI and machine learning developers and natural language processing developers.\u003c\/p\u003e\n\u003cbr\u003e\n\u003c\/div\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Apress\u003c\/p\u003e \u003cp\u003ePublication Date: 2021-01-13\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781484266632\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4842-6664-9\u003c\/p\u003e \u003cp\u003eDimensions: 235cm x155cm\u003c\/p\u003e \u003cp\u003ePages: 184\u003c\/p\u003e ","brand":"Apress","offers":[{"title":"Default Title","offer_id":47530565173388,"sku":"9781484266632","price":40.49,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781484266632.jpg?v=1776049463","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781484266632","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}