{"product_id":"natural-language-processing-projects-build-next-generation-nlp-applications-using-ai-techniques-9781484273852","title":"Natural Language Processing Projects: Build Next-Generation Nlp Applications Using AI Techniques","description":"\u003cp\u003eLeverage machine learning and deep learning techniques to build fully-fledged natural language processing (NLP) projects. Projects throughout this book grow in complexity and showcase methodologies, optimizing tips, and tricks to solve various business problems. You will use modern Python libraries and algorithms to build end-to-end NLP projects. \u003c\/p\u003e The book starts with an overview of natural language processing (NLP) and artificial intelligence to provide a quick refresher on algorithms. Next, it covers end-to-end NLP projects beginning with traditional algorithms and projects such as customer review sentiment and emotion detection, topic modeling, and document clustering. From there, it delves into e-commerce related projects such as product categorization using the description of the product, a search engine to retrieve the relevant content, and a content-based recommendation system to enhance user experience. Moving forward, it explains how to build systems to find similar sentences using contextual embedding, summarizing huge documents using recurrent neural networks (RNN), automatic word suggestion using long short-term memory networks (LSTM), and how to build a chatbot using transfer learning. It concludes with an exploration of next-generation AI and algorithms in the research space. \u003cp\u003e\u003c\/p\u003e \u003cp\u003e\u003cbr\u003e\u003c\/p\u003e By the end of this book, you will have the knowledge needed to solve various business problems using NLP techniques. \u003cp\u003e\u003c\/p\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003cp\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eImplement full-fledged intelligent NLP applications with Python\u003c\/li\u003e\n\u003cli\u003eTranslate real-world business problem on text data with NLP techniques\u003c\/li\u003e\n\u003cli\u003eLeverage machine learning and deep learning techniques to perform smart language processing\u003c\/li\u003e\n\u003cli\u003eGain hands-on experience implementing end-to-end search engine information retrieval, text summarization, chatbots, text generation, document clustering and product classification, and more\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003c\/p\u003e \u003cbr\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cbr\u003e\u003cb\u003e\u003cbr\u003e\u003c\/b\u003eData scientists, machine learning engineers, and deep learning professionals looking to build natural language applications using Python\u003cbr\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eBinding Type:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Apress\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/04\/2021\u003cbr\u003e\u003cb\u003eISBN:\u003c\/b\u003e 9781484273852\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 317\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.29lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.00h x 7.00w x 0.70d","brand":"Akshay Kulkarni, Adarsha Shivananda, Anoosh Kulkarni","offers":[{"title":"Default Title","offer_id":42439214170293,"sku":"9781484273852","price":55.24,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0473\/0804\/6492\/products\/img_cd528a06-1bcc-4ca5-871c-bc80621e24e8.jpg?v=1665460429","url":"https:\/\/pastforward.org\/products\/natural-language-processing-projects-build-next-generation-nlp-applications-using-ai-techniques-9781484273852","provider":"Past Forward","version":"1.0","type":"link"}