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Practical Natural Language Processing

Practical Natural Language Processing

₹1200 ₹1775
32% off

Summary Natural Language Processing in Action is your guide to creating machines that understand human language using the power of Python with its ecosystem of packages dedicated to NLP and AI. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Recent advances in deep learning empower applications to understand text and speech with extreme accuracy. The result? Chatbots that can imitate real people, meaningful resume-to-job matches, superb predictive search, and automatically generated document summaries—all at a low cost. New techniques, along with accessible tools like Keras and TensorFlow, make professional-quality NLP easier than ever before. About the Book Natural Language Processing in Action is your guide to building machines that can read and interpret human language. In it, you'll use readily available Python packages to capture the meaning in text and react accordingly. The book expands traditional NLP approaches to include neural networks, modern deep learning algorithms, and generative techniques as you tackle real-world problems like extracting dates and names, composing text, and answering free-form questions. What's inside Some sentences in this book were written by NLP! Can you guess which ones? Working with Keras, TensorFlow, gensim, and scikit-learn Rule-based and data-based NLP Scalable pipelines About the Reader This book requires a basic understanding of deep learning and intermediate Python skills. About the Author Hobson Lane, Cole Howard, and Hannes Max Hapke are experienced NLP engineers who use these techniques in production. Table of Contents PART 1 - WORDY MACHINES Packets of thought (NLP overview) Build your vocabulary (word tokenization) Math with words (TF-IDF vectors) Finding meaning in word counts (semantic analysis) PART 2 - DEEPER LEARNING (NEURAL NETWORKS) Baby steps with neural networks (perceptrons and backpropagation) Reasoning with word vectors (Word2vec) Getting words in order with convolutional

2 years ago
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Java Server Programming Java EE7 (J2EE 1.7): Black Book

Java Server Programming Java EE7 (J2EE 1.7): Black Book

₹250

Special Features: · Learn the fundamentals of HTML· Work with control flow statements· Organize text in HTML· Work with text, links, URLs , and tables in HTML· Use images, colors, and canvas· Create forms in Web pages· Use interactive and multimedia elements· Explore functions, events, image maps, and animations in JavaScript· Explore language and browser objects in JavaScript· Explore the document object and Document Object Model (DOM)· Explore validations, errors, and exception handling in JavaScript· Explore backgrounds and color gradients in CSS· Explore fonts and text styles in CSS· Create boxes and columns using CSS· Explore list styles and table layouts in CSS· Explore pseudo-classes and pseudo-elements· Create effects and frames in CSS· Explore XML, XSLT, XPath, XLink, and Xpointer· Explore the fundamentals of AJAX· Implement various AJAX frameworks· Work with ASP.NET· Integrate PHP and AJAX· Consume Web services using AJAX· Work with jQuery About The Book: HTML5 Black Book is the one-time reference book, written from the Web professional s point of view, containing hundreds of examples and covering nearly every aspect of HTML5. It will help you to master various Web technologies, other than HTML5, including CSS3, JavaScript, XML, and AJAX. If you are a Web designer or developer, then this book is your introduction to new features and elements of HTML5, including audio and video media elements, the canvas element for drawing, and many others. In this book, you will learn how to use HTML5 and other Web technologies in the latest versions of modern browsers to develop Web applications.

2 years ago
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