Clojure Data Analysis Cookbook- Second Edition
暫譯: Clojure 數據分析食譜(第二版)
Eric Rochester
- 出版商: Packt Publishing
- 出版日期: 2015-01-31
- 售價: $2,420
- 貴賓價: 9.5 折 $2,299
- 語言: 英文
- 頁數: 227
- 裝訂: Paperback
- ISBN: 1784390291
- ISBN-13: 9781784390297
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相關分類:
JVM 語言、Data Science
海外代購書籍(需單獨結帳)
商品描述
Dive into data analysis with Clojure through over 100 practical recipes for every stage of the analysis and collection process
About This Book
- Take control of your data, from collection to classification
- Troubleshoot and solve data analysis problems using Clojure and a variety of Java libraries
- Get clear, practical techniques for every stage of data analysis
Who This Book Is For
This book is for those with a basic knowledge of Clojure, who are looking to push the language to excel with data analysis.
What You Will Learn
- Read data from a variety of data formats
- Transform data to make it more useful and easier to analyze
- Process data concurrently and in parallel for faster performance
- Harness multiple computers to analyze big data
- Use powerful data analysis libraries such as Incanter, Hadoop, and Weka to get things done quickly
- Apply powerful clustering and data mining techniques to better understand your data
In Detail
As data invades more and more of life and business, the need to analyze it effectively has never been greater. With Clojure and this book, you'll soon be getting to grips with every aspect of data analysis. You'll start with practical recipes that show you how to load and clean your data, then get concise instructions to perform all the essential analysis tasks from basic statistics to sophisticated machine learning and data clustering algorithms. Get a more intuitive handle on your data through hands-on visualization techniques that allow you to provide interesting, informative, and compelling reports, and use Clojure to publish your findings to the Web.
商品描述(中文翻譯)
透過超過 100 個實用食譜,深入了解使用 Clojure 進行數據分析的每個階段
本書介紹
- 掌控您的數據,從收集到分類
- 使用 Clojure 和各種 Java 函式庫排除故障並解決數據分析問題
- 獲得每個數據分析階段的清晰、實用技術
本書適合誰
本書適合對 Clojure 有基本了解的人,旨在推動該語言在數據分析方面的卓越表現。
您將學到什麼
- 從各種數據格式中讀取數據
- 轉換數據以使其更有用且更易於分析
- 同時和並行處理數據以提高性能
- 利用多台計算機分析大數據
- 使用強大的數據分析函式庫,如 Incanter、Hadoop 和 Weka,快速完成任務
- 應用強大的聚類和數據挖掘技術,以更好地理解您的數據
詳細內容
隨著數據越來越多地侵入生活和商業,有效分析數據的需求從未如此迫切。使用 Clojure 和本書,您將很快掌握數據分析的各個方面。您將從實用食譜開始,這些食譜將指導您如何加載和清理數據,然後獲得簡明的指示以執行所有基本統計到複雜機器學習和數據聚類算法的必要分析任務。通過實踐的可視化技術,對數據有更直觀的掌握,讓您能夠提供有趣、資訊豐富且引人入勝的報告,並使用 Clojure 將您的發現發佈到網絡上。