Text Analytics with Python

Author: Dipanjan Sarkar
Publisher: Apress
ISBN: 1484223888
Category : Computers
Languages : en
Pages : 397

Book Description
Derive useful insights from your data using Python. You will learn both basic and advanced concepts, including text and language syntax, structure, and semantics. You will focus on algorithms and techniques, such as text classification, clustering, topic modeling, and text summarization. Text Analytics with Python teaches you the techniques related to natural language processing and text analytics, and you will gain the skills to know which technique is best suited to solve a particular problem. You will look at each technique and algorithm with both a bird's eye view to understand how it can be used as well as with a microscopic view to understand the mathematical concepts and to implement them to solve your own problems. What You Will Learn: Understand the major concepts and techniques of natural language processing (NLP) and text analytics, including syntax and structure Build a text classification system to categorize news articles, analyze app or game reviews using topic modeling and text summarization, and cluster popular movie synopses and analyze the sentiment of movie reviews Implement Python and popular open source libraries in NLP and text analytics, such as the natural language toolkit (nltk), gensim, scikit-learn, spaCy and Pattern Who This Book Is For : IT professionals, analysts, developers, linguistic experts, data scientists, and anyone with a keen interest in linguistics, analytics, and generating insights from textual data

Voyager Light Blue Journal

Author: Peter Pauper Press
Publisher: Peter Pauper Press
ISBN: 9781441328632
Category :
Languages : en
Pages : 180

Book Description
On the outside: Flexible faux leather covers in 6 great colors!On the inside: 3 separate 60-page notebook inserts!1.Lined pages insert2.Dot grid pages insert3.Blank Kraft paper insertPlus: 1.A clear storage pocket inside the front cover2.Clear zippered storage pouch inside the back cover3.Interior stretchbands, elastic closure, and protective front-edge flexi-tab to keep it all together.4.Decorative trim and bronze accent barrel bead with incised "s" pattern 5.Durable faux leather covers protect pages.6.Compatible with most modular notebook refills

Owning the Olympics

Author: Monroe Price
Publisher: University of Michigan Press
ISBN: 0472024507
Category : History
Languages : en
Pages : 426

Book Description
"A major contribution to the study of global events in times of global media. Owning the Olympics tests the possibilities and limits of the concept of 'media events' by analyzing the mega-event of the information age: the Beijing Olympics. . . . A good read from cover to cover." —Guobin Yang, Associate Professor, Asian/Middle Eastern Cultures & Sociology, Barnard College, Columbia University From the moment they were announced, the Beijing Games were a major media event and the focus of intense scrutiny and speculation. In contrast to earlier such events, however, the Beijing Games are also unfolding in a newly volatile global media environment that is no longer monopolized by broadcast media. The dramatic expansion of media outlets and the growth of mobile communications technology have changed the nature of media events, making it significantly more difficult to regulate them or control their meaning. This volatility is reflected in the multiple, well-publicized controversies characterizing the run-up to Beijing 2008. According to many Western commentators, the People's Republic of China seized the Olympics as an opportunity to reinvent itself as the "New China"---a global leader in economics, technology, and environmental issues, with an improving human-rights record. But China's maneuverings have also been hotly contested by diverse global voices, including prominent human-rights advocates, all seeking to displace the official story of the Games. Bringing together a distinguished group of scholars from Chinese studies, human rights, media studies, law, and other fields, Owning the Olympics reveals how multiple entities---including the Chinese Communist Party itself---seek to influence and control the narratives through which the Beijing Games will be understood. digitalculturebooks is an imprint of the University of Michigan Press and the Scholarly Publishing Office of the University of Michigan Library dedicated to publishing innovative and accessible work exploring new media and their impact on society, culture, and scholarly communication. Visit the website at www.digitalculture.org.

The Language Instinct

Author: Steven Pinker
Publisher: Harper Collins
ISBN: 0062032526
Category : Language Arts & Disciplines
Languages : en
Pages : 578

Book Description
"A brilliant, witty, and altogether satisfying book." — New York Times Book Review The classic work on the development of human language by the world’s leading expert on language and the mind In The Language Instinct, the world's expert on language and mind lucidly explains everything you always wanted to know about language: how it works, how children learn it, how it changes, how the brain computes it, and how it evolved. With deft use of examples of humor and wordplay, Steven Pinker weaves our vast knowledge of language into a compelling story: language is a human instinct, wired into our brains by evolution. The Language Instinct received the William James Book Prize from the American Psychological Association and the Public Interest Award from the Linguistics Society of America. This edition includes an update on advances in the science of language since The Language Instinct was first published.

Voyager Nutmeg Journal

Author: Peter Pauper Press
Publisher: Peter Pauper Press
ISBN: 9781441328618
Category :
Languages : en
Pages : 180

Text Analytics with Python

Author: Dipanjan Sarkar
Publisher: Apress
ISBN: 1484243544
Category : Computers
Languages : en
Pages : 688

Book Description
Leverage Natural Language Processing (NLP) in Python and learn how to set up your own robust environment for performing text analytics. This second edition has gone through a major revamp and introduces several significant changes and new topics based on the recent trends in NLP. You’ll see how to use the latest state-of-the-art frameworks in NLP, coupled with machine learning and deep learning models for supervised sentiment analysis powered by Python to solve actual case studies. Start by reviewing Python for NLP fundamentals on strings and text data and move on to engineering representation methods for text data, including both traditional statistical models and newer deep learning-based embedding models. Improved techniques and new methods around parsing and processing text are discussed as well. Text summarization and topic models have been overhauled so the book showcases how to build, tune, and interpret topic models in the context of an interest dataset on NIPS conference papers. Additionally, the book covers text similarity techniques with a real-world example of movie recommenders, along with sentiment analysis using supervised and unsupervised techniques. There is also a chapter dedicated to semantic analysis where you’ll see how to build your own named entity recognition (NER) system from scratch. While the overall structure of the book remains the same, the entire code base, modules, and chapters has been updated to the latest Python 3.x release. What You'll Learn • Understand NLP and text syntax, semantics and structure• Discover text cleaning and feature engineering• Review text classification and text clustering • Assess text summarization and topic models• Study deep learning for NLP Who This Book Is For IT professionals, data analysts, developers, linguistic experts, data scientists and engineers and basically anyone with a keen interest in linguistics, analytics and generating insights from textual data.

Think Like a Data Scientist

Author: Brian Godsey
Publisher: Simon and Schuster
ISBN: 1638355207
Category : Computers
Languages : en
Pages : 540

Book Description
Summary Think Like a Data Scientist presents a step-by-step approach to data science, combining analytic, programming, and business perspectives into easy-to-digest techniques and thought processes for solving real world data-centric problems. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology Data collected from customers, scientific measurements, IoT sensors, and so on is valuable only if you understand it. Data scientists revel in the interesting and rewarding challenge of observing, exploring, analyzing, and interpreting this data. Getting started with data science means more than mastering analytic tools and techniques, however; the real magic happens when you begin to think like a data scientist. This book will get you there. About the Book Think Like a Data Scientist teaches you a step-by-step approach to solving real-world data-centric problems. By breaking down carefully crafted examples, you'll learn to combine analytic, programming, and business perspectives into a repeatable process for extracting real knowledge from data. As you read, you'll discover (or remember) valuable statistical techniques and explore powerful data science software. More importantly, you'll put this knowledge together using a structured process for data science. When you've finished, you'll have a strong foundation for a lifetime of data science learning and practice. What's Inside The data science process, step-by-step How to anticipate problems Dealing with uncertainty Best practices in software and scientific thinking About the Reader Readers need beginner programming skills and knowledge of basic statistics. About the Author Brian Godsey has worked in software, academia, finance, and defense and has launched several data-centric start-ups. Table of Contents PART 1 - PREPARING AND GATHERING DATA AND KNOWLEDGE Philosophies of data science Setting goals by asking good questions Data all around us: the virtual wilderness Data wrangling: from capture to domestication Data assessment: poking and prodding PART 2 - BUILDING A PRODUCT WITH SOFTWARE AND STATISTICS Developing a plan Statistics and modeling: concepts and foundations Software: statistics in action Supplementary software: bigger, faster, more efficient Plan execution: putting it all together PART 3 - FINISHING OFF THE PRODUCT AND WRAPPING UP Delivering a product After product delivery: problems and revisions Wrapping up: putting the project away

An Indian Englishman

Author: Jack Gibson
Publisher: Lulu.com
ISBN: 1435734610
Category : Biography & Autobiography
Languages : en
Pages : 421

Book Description
John Travers Mends (Jack) Gibson was born on March 3, 1908 and died on October 23, 1994 at the age of 86.In some ways, Jack was the last Indian Englishman. He came ten years before independence and stayed on 47 years after it, rendering dedicated service to the country of his adoption for 57 years. Jack's journey started as a school teacher at The Doon School. He was the last English Principal of Mayo College and the last English President of the Himalayan Club. He was the last, and for most of the time the only English resident of Ajmer. He must have been just about the last Englishman to have been honored by both the British and Indian Governments.Brij Sharma is a journalist based in Bahrain. He spent much of his childhood and youth in Dehra Dun, and while not a product of The Doon School, he has known its campus, the surroundings of the city and much of the mountainous terrain described in Gibson's letters.http://www.jtmgibson.com

Playful Panda Dot Grid Journal

Author: Baby Panda Publishing
Publisher:
ISBN: 9781695516137
Category :
Languages : en
Pages : 110

Book Description
Have you ever had an amazing, creative idea only to have it float off into the ether because you didn't write it down? I know that's not just me! Let this notebook serve as your brain! Use this cute panda dot grid journal to write down your: daily to-do's work projects school assignments recommendations for books, movies, restaurants etc. birthday reminders and gift ideas ideas for stories, songs, games art, design, sketches inspiring quotes jokes you don't want to forget meal planning recipes ...the list really is endless You won't regret trusting this productive panda with your second brain!

The Dinosaur Heresies

Author: Dr Robert T Bakker, PH.D.
Publisher:
ISBN: 9780806522609
Category : Dinosaurs
Languages : en
Pages : 0

Book Description
This groundbreaking book reveals that, far from being sluggish reptiles, dinosaurs were actually agile, fast, warm-blooded, and intelligent. The author explodes the old orthodoxies and gives us a convincing picture of how dinosaurs hunted, fed, mated, fought and died.Containing over 200 detailed illustrations, The Great Dinosaur Debate will enthrall "dinosaurmaniacs". It is a bold new look at the extraordinary reign and eventual extinction of the awesome behemoths who ruled the earth for 150 million years. Copyright © Libri GmbH. All rights reserved.