{"product_id":"the-natural-language-processing-workshop-rohan-chopra-9781800208421","title":"The Natural Language Processing Workshop: Confidently design and build your own NLP projects with this easy-to-understand practical guide","description":"\u003cp\u003e\u003cstrong\u003eMake NLP easy by building chatbots and models, and executing various NLP tasks to gain data-driven insights from raw text data\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eGet familiar with key natural language processing (NLP) concepts and terminology\u003c\/li\u003e \u003cli\u003eExplore the functionalities and features of popular NLP tools\u003c\/li\u003e \u003cli\u003eLearn how to use Python programming and third-party libraries to perform NLP tasks\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eDo you want to learn how to communicate with computer systems using Natural Language Processing (NLP) techniques, or make a machine understand human sentiments? Do you want to build applications like Siri, Alexa, or chatbots, even if you've never done it before?\u003c\/p\u003e \u003cp\u003eWith The Natural Language Processing Workshop, you can expect to make consistent progress as a beginner, and get up to speed in an interactive way, with the help of hands-on activities and fun exercises.\u003c\/p\u003e \u003cp\u003eThe book starts with an introduction to NLP. You'll study different approaches to NLP tasks, and perform exercises in Python to understand the process of preparing datasets for NLP models. Next, you'll use advanced NLP algorithms and visualization techniques to collect datasets from open websites, and to summarize and generate random text from a document. In the final chapters, you'll use NLP to create a chatbot that detects positive or negative sentiment in text documents such as movie reviews.\u003c\/p\u003e \u003cp\u003eBy the end of this book, you'll be equipped with the essential NLP tools and techniques you need to solve common business problems that involve processing text.\u003c\/p\u003e \u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e \u003cul\u003e \u003cli\u003eObtain, verify, clean and transform text data into a correct format for use\u003c\/li\u003e \u003cli\u003eUse methods such as tokenization and stemming for text extraction\u003c\/li\u003e \u003cli\u003eDevelop a classifier to classify comments in Wikipedia articles\u003c\/li\u003e \u003cli\u003eCollect data from open websites with the help of web scraping\u003c\/li\u003e \u003cli\u003eTrain a model to detect topics in a set of documents using topic modeling\u003c\/li\u003e \u003cli\u003eDiscover techniques to represent text as word and document vectors\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003cstrong\u003eWho this book is for\u003c\/strong\u003e\u003c\/p\u003e \u003cp\u003eThis book is for beginner to mid-level data scientists, machine learning developers, and NLP enthusiasts. A basic understanding of machine learning and NLP is required to help you grasp the topics in this workshop more quickly.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Rohan Chopra,Aniruddha M. Godbole,Nipun Sadvilkar\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1800208421\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781800208421\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 08\/13\/2020\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 452\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.70lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.91d","brand":"Rohan Chopra","offers":[{"title":"Paperback","offer_id":48088837423359,"sku":"9781800208421","price":43.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_351eb5eb-3fe7-4f0f-8c29-67646bd0f7a4.jpg?v=1769106823","url":"https:\/\/www.whiterainbookhouse.com\/products\/the-natural-language-processing-workshop-rohan-chopra-9781800208421","provider":"WR Book House","version":"1.0","type":"link"}