Free download and read ebooks online Text Analytics With Python - A Practical Real-World Approach To Gaining Actionable Insights From Your Data by Dipanjan Sarkar full book PDF ePUB Audiobook. Download a free ebooks and kindle audiobook Text Analytics With Python - A Practical Real-World Approach To Gaining Actionable Insights From Your Data with ISBN id 9781484223871 full page with book summary. Dipanjan Sarkar book PDF ePUB of Text Analytics With Python - A Practical Real-World Approach To Gaining Actionable Insights From Your Data published by Apress in 2016-12-01. Text Analytics with Python released with category Computers with total 385 pages.
Text Analytics With Python - A Practical Real-World Approach To Gaining Actionable Insights From Your Data by Dipanjan Sarkar free online open library
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 Readership :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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