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

Amazon.com Price: $32.98 (as of 05/05/2019 14:14 PST- Details)

Categories: Books, Compilers, Computer Science, Computers and Technology, Data Mining, Database Storage and Design, Databases and Big Data, New, Used and Rental Textbooks, Programming Languages, Python, Specialty Boutique, Subjects

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Description

Derive useful insights from your data the usage of Python. You’re going to learn both basic and advanced concepts, including text and language syntax, structure, and semantics. You’re going to center of attention 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’re going to gain the skills to know which technique is most fitted to solve a particular problem. You’re going to look at every technique and algorithm with both a bird’s eye view to bear in mind how it may be used in addition to with a microscopic view to bear in mind the mathematical concepts and to put into effect 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 the usage of 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 any person with a keen interest in linguistics, analytics, and generating insights from textual data

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