{"product_id":"natural-language-processing-with-python-quick-start-guide-going-from-a-python-developer-to-an-effective-natural-language-processing-engineer-9781789130386","title":"Natural Language Processing with Python Quick Start Guide: Going from a Python developer to an effective Natural Language Processing Engineer","description":"\u003cp\u003e • Author(s): Nirant Kasliwal\u003cbr\u003e • Publisher: Packt Publishing\u003cbr\u003e • Publisher Imprint: Packt Publishing\u003cbr\u003e • BISAC: Artificial Intelligence - Natural Language Processing\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBuild and deploy intelligent applications for natural language processing with Python by using industry standard tools and recently popular methods in deep learning\u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eKey Features: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- A no-math, code-driven programmer's guide to text processing and NLP\u003c\/p\u003e\u003cp\u003e- Get state of the art results with modern tooling across linguistics, text vectors and machine learning\u003c\/p\u003e\u003cp\u003e- Fundamentals of NLP methods from spaCy, gensim, scikit-learn and PyTorch\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eBook Description: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eNLP in Python is among the most sought after skills among data scientists. With code and relevant case studies, this book will show how you can use industry-grade tools to implement NLP programs capable of learning from relevant data. We will explore many modern methods ranging from spaCy to word vectors that have reinvented NLP.\u003c\/p\u003e\u003cp\u003eThe book takes you from the basics of NLP to building text processing applications. We start with an introduction to the basic vocabulary along with a work?ow for building NLP applications.\u003c\/p\u003e\u003cp\u003eWe use industry-grade NLP tools for cleaning and pre-processing text, automatic question and answer generation using linguistics, text embedding, text classifier, and building a chatbot. With each project, you will learn a new concept of NLP. You will learn about entity recognition, part of speech tagging and dependency parsing for Q and A. We use text embedding for both clustering documents and making chatbots, and then build classifiers using scikit-learn.\u003c\/p\u003e\u003cp\u003eWe conclude by deploying these models as REST APIs with Flask.\u003c\/p\u003e\u003cp\u003eBy the end, you will be confident building NLP applications, and know exactly what to look for when approaching new challenges\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWhat You Will Learn: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003e- Understand classical linguistics in using English grammar for automatically generating questions and answers from a free text corpus\u003c\/p\u003e\u003cp\u003e- Work with text embedding models for dense number representations of words, subwords and characters in the English language for exploring document clustering\u003c\/p\u003e\u003cp\u003e- Deep Learning in NLP using PyTorch with a code-driven introduction to PyTorch\u003c\/p\u003e\u003cp\u003e- Using an NLP project management Framework for estimating timelines and organizing your project into stages\u003c\/p\u003e\u003cp\u003e- Hack and build a simple chatbot application in 30 minutes\u003c\/p\u003e\u003cp\u003e- Deploy an NLP or machine learning application using Flask as RESTFUL APIs\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWho this book is for: \u003c\/strong\u003e\u003c\/p\u003e\u003cp\u003eProgrammers who wish to build systems that can interpret language. Exposure to Python programming is required. Familiarity with NLP or machine learning vocabulary will be helpful, but not mandatory.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46480304472215,"sku":"9781789130386","price":3230.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9781789130386.jpg?v=1766308464","url":"https:\/\/atlanticbooks.com\/products\/natural-language-processing-with-python-quick-start-guide-going-from-a-python-developer-to-an-effective-natural-language-processing-engineer-9781789130386","provider":"Atlantic Books","version":"1.0","type":"link"}