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 Author Dipanjan Sarkar
ISBN-10 148422387X
ISBN-13 9781484223871
Year 2016-12-01
Pages 385
Language English
Publisher Apress
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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 Pythonteaches 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 structureBuild 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 reviewsImplement Python and popular open source libraries in NLP and text analytics such as the natural language toolkit nltk gensim scikit learn spaCy and PatternWho 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

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