Text Analytics with Python

A Practical Real-World Approach to Gaining Actionable Insights from your Data



Bookstore > Books > Text Analytics with Python

Price$18.99 - $77.01
Rating
AuthorDipanjan Sarkar
PublisherApress
Published2016
Pages385
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10148422387X
ISBN-139781484223871
EBook Hardcover Paperback

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.

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.


  1. (4 books)


5 5 74

Similar Books


Foundations for Analytics with Python

Foundations for Analytics with Python

by Clinton Brownley

If you're like many of Excel's 750 million users, you want to do more with your data - like repeating similar analyses over hundreds of files, or combining data in many files for analysis at one time. This practical guide shows ambitious non-programmers how to automate and scale the processing and analysis of data in different f...

Price:  $35.99  |  Publisher:  O'Reilly Media  |  Release:  2016

Text Analytics with Python, 2nd Edition

Text Analytics with Python, 2nd Edition

by Dipanjan Sarkar

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 fram...

Price:  $20.87  |  Publisher:  Apress  |  Release:  2019

Applied Text Analysis with Python

Applied Text Analysis with Python

by Benjamin Bengfort, Tony Ojeda, Rebecca Bilbro

From news and speeches to informal chatter on social media, natural language is one of the richest and most underutilized sources of data. Not only does it come in a constant stream, always changing and adapting in context; it also contains information that is not conveyed by traditional data sources. The key to unlocking natural language...

Price:  $40.44  |  Publisher:  O'Reilly Media  |  Release:  2018

Derivatives Analytics with Python

Derivatives Analytics with Python

by Yves Hilpisch

Derivatives Analytics with Python shows you how to implement market-consistent valuation and hedging approaches using advanced financial models, efficient numerical techniques, and the powerful capabilities of the Python programming language. This unique guide offers detailed explanations of all theory, methods, and processes, giving you ...

Price:  $71.74  |  Publisher:  Wiley  |  Release:  2015

Web App Development and Real-Time Web Analytics with Python

Web App Development and Real-Time Web Analytics with Python

by Tshepo Chris Nokeri

Learn to develop and deploy dashboards as web apps using the Python programming language, and how to integrate algorithms into web apps.Author Tshepo Chris Nokeri begins by introducing you to the basics of constructing and styling static and interactive charts and tables before exploring the basics of HTML, CSS, and Bootstrap, including a...

Price:  $34.99  |  Publisher:  Apress  |  Release:  2022

Advanced Data Analytics Using Python, 2nd Edition

Advanced Data Analytics Using Python, 2nd Edition

by Sayan Mukhopadhyay, Pratip Samanta

Understand advanced data analytics concepts such as time series and principal component analysis with ETL, supervised learning, and PySpark using Python. This book covers architectural patterns in data analytics, text and image classification, optimization techniques, natural language processing, and computer vision in the cloud environme...

Price:  $33.88  |  Publisher:  Apress  |  Release:  2023

Mastering Machine Learning with Python in Six Steps

Mastering Machine Learning with Python in Six Steps

by Manohar Swamynathan

Master machine learning with Python in six steps and explore fundamental to advanced topics, all designed to make you a worthy practitioner. This book's approach is based on the "Six degrees of separation" theory, which states that everyone and everything is a maximum of six steps away. Mastering Machine Learning wi...

Price:  $37.64  |  Publisher:  Apress  |  Release:  2017

First Semester in Numerical Analysis with Python

First Semester in Numerical Analysis with Python

by Yaning Liu

The book is based on "First semester in Numerical Analysis with Julia". The contents of the original book are retained, while all the algorithms are implemented in Python (Version 3.8.0). Python is an open source (under OSI), interpreted, general-purpose programming language that has a large number of users around the world. Pyt...

Free ebook  |  Publisher:  Self-publishing  |  Release:  2020