{"product_id":"python-natural-language-processing-jalaj-thanaki-9781787121423","title":"Python Natural Language Processing: Advanced machine learning and deep learning techniques for natural language processing","description":"\u003cp\u003e\u003cstrong\u003eLeverage the power of machine learning and deep learning to extract information from text data\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eImplement Machine Learning and Deep Learning techniques for efficient natural language processing\u003c\/li\u003e\n\u003cli\u003eGet started with NLTK and implement NLP in your applications with ease\u003c\/li\u003e\n\u003cli\u003eUnderstand and interpret human languages with the power of text analysis via Python \u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cstrong\u003eBook Description\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book starts off by laying the foundation for Natural Language Processing and why Python is one of the best options to build an NLP-based expert system with advantages such as Community support, availability of frameworks and so on. Later it gives you a better understanding of available free forms of corpus and different types of dataset. After this, you will know how to choose a dataset for natural language processing applications and find the right NLP techniques to process sentences in datasets and understand their structure. You will also learn how to tokenize different parts of sentences and ways to analyze them.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eDuring the course of the book, you will explore the semantic as well as syntactic analysis of text. You will understand how to solve various ambiguities in processing human language and will come across various scenarios while performing text analysis.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eYou will learn the very basics of getting the environment ready for natural language processing, move on to the initial setup, and then quickly understand sentences and language parts. You will learn the power of Machine Learning and Deep Learning to extract information from text data.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eBy the end of the book, you will have a clear understanding of natural language processing and will have worked on multiple examples that implement NLP in the real world.\u003c\/p\u003e\u003cp\u003e \u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat you will learn\u003c\/strong\u003e\u003c\/p\u003e\u003cul\u003e\n\u003cli\u003eFocus on Python programming paradigms, which are used to develop NLP applications\u003c\/li\u003e\n\u003cli\u003eUnderstand corpus analysis and different types of data attribute.\u003c\/li\u003e\n\u003cli\u003eLearn NLP using Python libraries such as NLTK, Polyglot, SpaCy, Standford CoreNLP and so on\u003c\/li\u003e\n\u003cli\u003eLearn about Features Extraction and Feature selection as part of Features Engineering.\u003c\/li\u003e\n\u003cli\u003eExplore the advantages of vectorization in Deep Learning.\u003c\/li\u003e\n\u003cli\u003eGet a better understanding of the architecture of a rule-based system.\u003c\/li\u003e\n\u003cli\u003eOptimize and fine-tune Supervised and Unsupervised Machine Learning algorithms for NLP problems.\u003c\/li\u003e\n\u003cli\u003eIdentify Deep Learning techniques for Natural Language Processing and Natural Language Generation problems.\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003e\u003cbr\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eThis book is intended for Python developers who wish to start with natural language processing and want to make their applications smarter by implementing NLP in them.\u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Jalaj Thanaki\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1787121429\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781787121423\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Packt Publishing\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/31\/2017\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 486\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.82lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.25h x 7.50w x 0.98d","brand":"Jalaj Thanaki","offers":[{"title":"Paperback","offer_id":48088814256383,"sku":"9781787121423","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_3c6ce26b-b2c0-47b3-aac0-87ef6cf18c17.jpg?v=1769106707","url":"https:\/\/www.whiterainbookhouse.com\/products\/python-natural-language-processing-jalaj-thanaki-9781787121423","provider":"WR Book House","version":"1.0","type":"link"}