首頁外文書人文科普 〉Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from Your Data
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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


作者  /  Dipanjan Sarkar

出版社 / Baker & Taylor

出版日期 / 2016/12/01

商品語言 / 英文

裝訂 / 平裝

定價 / NT$1,800

售價 / 9折, NT$ 1,620

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Text Analytics with Python: A Practical Real-World Approach to Gaining Actionable Insights from Your Data 其它優惠/消息


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內容簡介

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.

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 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

Who 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







詳細資料

誠品26碼 /2681435855007
ISBN 13 /9781484223871
ISBN 10 /148422387X
EAN /9781484223871

頁數385
尺寸23.5X15.5CM
裝訂平裝
級別
語言英文
成份




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