{"product_id":"9781783989058","title":"Mastering Natural Language Processing with Python","description":"\u003cp\u003e\u003cb\u003eMaximize your NLP capabilities while creating amazing NLP projects in Python\u003c\/b\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eAbout This Book\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eLearn to implement various NLP tasks in Python\u003c\/li\u003e\n\u003cli\u003eGain insights into the current and budding research topics of NLP\u003c\/li\u003e\n\u003cli\u003eThis is a comprehensive step-by-step guide to help students and researchers create their own projects based on real-life applications\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eWho This Book Is For\u003c\/b\u003e\u003cp\u003eThis book is for intermediate level developers in NLP with a reasonable knowledge level and understanding of Python.\u003c\/p\u003e\u003cp\u003e\u003cb\u003eWhat You Will Learn\u003c\/b\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eImplement string matching algorithms and normalization techniques\u003c\/li\u003e\n\u003cli\u003eImplement statistical language modeling techniques\u003c\/li\u003e\n\u003cli\u003eGet an insight into developing a stemmer, lemmatizer, morphological analyzer, and morphological generator\u003c\/li\u003e\n\u003cli\u003eDevelop a search engine and implement POS tagging concepts and statistical modeling concepts involving the n gram approach\u003c\/li\u003e\n\u003cli\u003eFamiliarize yourself with concepts such as the Treebank construct, CFG construction, the CYK Chart Parsing algorithm, and the Earley Chart Parsing algorithm\u003c\/li\u003e\n\u003cli\u003eDevelop an NER-based system and understand and apply the concepts of sentiment analysis\u003c\/li\u003e\n\u003cli\u003eUnderstand and implement the concepts of Information Retrieval and text summarization\u003c\/li\u003e\n\u003cli\u003eDevelop a Discourse Analysis System and Anaphora Resolution based system\u003c\/li\u003e\n\u003c\/ul\u003e\u003cb\u003eIn Detail\u003c\/b\u003e\u003cp\u003eNatural Language Processing is one of the fields of computational linguistics and artificial intelligence that is concerned with human-computer interaction. It provides a seamless interaction between computers and human beings and gives computers the ability to understand human speech with the help of machine learning.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book will give you expertise on how to employ various NLP tasks in Python, giving you an insight into the best practices when designing and building NLP-based applications using Python. It will help you become an expert in no time and assist you in creating your own NLP projects using NLTK.\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eYou will sequentially be guided through applying machine learning tools to develop various models. We'll give you clarity on how to create training data and how to implement major NLP applications such as Named Entity Recognition, Question Answering System, Discourse Analysis, Transliteration, Word Sense disambiguation, Information Retrieval, Sentiment Analysis, Text Summarization, and Anaphora Resolution.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e","brand":"Packt Publishing","offers":[{"title":"Default Title","offer_id":47171700261104,"sku":"9781783989058","price":47.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9781783989058_p0.jpg?v=1763724971","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9781783989058","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}