Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data

Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data

English | 2016 | ISBN: 148422387X | 385 Pages | EPUB | 1.8 MB


Derive useful insights from your data using Python. Learn the techniques related to natural language processing and text analytics, and gain the skills to know which technique is best suited to solve a particular problem.

Text Analytics with Python teaches you both basic and advanced concepts, including text and language syntax, structure, semantics. You will focus on algorithms and techniques, such as text classification, clustering, topic modeling, and text summarization.

A structured and comprehensive approach is followed in this book so that readers with little or no experience do not find themselves overwhelmed. You will start with the basics of natural language and Python and move on to advanced analytical and machine learning concepts. 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.
This book:

Provides complete coverage of the major concepts and techniques of natural language processing (NLP) and text analytics
Includes practical real-world examples of techniques for implementation, such as building a text classification system to categorize news articles, analyzing app or game reviews using topic modeling and text summarization, and clustering popular movie synopses and analyzing the sentiment of movie reviews
Shows implementations based on Python and several popular open source libraries in NLP and text analytics, such as the natural language toolkit (nltk), gensim, scikit-learn, spaCy and Pattern

What you will learn:
Natural Language concepts
Analyzing Text syntax and structure
Text Classification
Text Clustering and Similarity analysis
Text Summarization
Semantic and Sentiment analysis

Download:

http://longfiles.com/jws5xxcsxa9v/Text_Analytics_with_Python_A_Practical_Real-World_Approach_to_Gaining_Actionable_Insights_from_your_Data.epub.html

[Fast Download] Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data


Ebooks related to "Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from your Data" :
Beginning Apache Pig: Big Data Processing Made Easy
DevOps, DBAs, and DBaaS: Managing Data Platforms to Support Continuous Integration
Professional Sitecore 8 Development A Complete Guide to Solutions and Best Practices
Web Programming with PHP and MySQL: A Practical Guide
Pro Apache Phoenix: An SQL Driver for HBase
Beginning SQL Server 2005 Programming
A Concise Introduction to Data Compression
SQL For .NET Programmers
Expert Oracle SQL: Optimization, Deployment, and Statistics
Network Analysis Literacy: A Practical Approach to the Analysis of Networks
Copyright Disclaimer:
This site does not store any files on its server. We only index and link to content provided by other sites. Please contact the content providers to delete copyright contents if any and email us, we'll remove relevant links or contents immediately.
lardbucket.ebook3000.ru