Clojure Data Analysis Cookbook (Paperback)

Eric Rochester

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商品描述

Over 110 recipes to help you dive into the world of practical data analysis using Clojure

Overview

  • Get a handle on the torrent of data the modern Internet has created
  • Recipes for every stage from collection to analysis
  • A practical approach to analyzing data to help you make informed decisions

In Detail

Data is everywhere and it's increasingly important to be able to gain insights that we can act on. Using Clojure for data analysis and collection, this book will show you how to gain fresh insights and perspectives from your data with an essential collection of practical, structured recipes.

"The Clojure Data Analysis Cookbook" presents recipes for every stage of the data analysis process. Whether scraping data off a web page, performing data mining, or creating graphs for the web, this book has something for the task at hand.

You'll learn how to acquire data, clean it up, and transform it into useful graphs which can then be analyzed and published to the Internet. Coverage includes advanced topics like processing data concurrently, applying powerful statistical techniques like Bayesian modelling, and even data mining algorithms such as K-means clustering, neural networks, and association rules.

What you will learn from this book

  • Create beautiful, insightful graphs that you can publish to the Internet.
  • Apply powerful clustering and data mining techniques to better understand your data.
  • Use powerful data analysis libraries like Incanter, Hadoop, and Weka to get things done quickly.
  • Interface with Mathematica and R to use the powerful analysis features they provide.
  • Process data concurrently and in parallel for faster performance.
  • Transform data to make it more useful and easier to analyze.

Approach

Full of practical tips, the "Clojure Data Analysis Cookbook" will help you fully utilize your data through a series of step-by-step, real world recipes covering every aspect of data analysis.

Who this book is written for

Prior experience with Clojure and data analysis techniques and workflows will be beneficial, but not essential.

商品描述(中文翻譯)

超過110個食譜,幫助您深入探索使用Clojure進行實用數據分析的世界。

概述

- 掌握現代互聯網所創造的大量數據
- 從收集到分析的每個階段都有相應的食譜
- 以實用的方法分析數據,幫助您做出明智的決策

詳細內容

數據無處不在,能夠獲得能夠行動的洞察力變得越來越重要。使用Clojure進行數據分析和收集,本書將向您展示如何通過一系列實用的結構化食譜從數據中獲得新鮮的洞察力和觀點。

《Clojure數據分析食譜》提供了數據分析過程的每個階段的食譜。無論是從網頁上爬取數據,進行數據挖掘,還是為網頁創建圖形,本書都有相應的解決方案。

您將學習如何獲取數據,對其進行清理,並將其轉換為有用的圖形,然後進行分析並發布到互聯網上。內容包括處理數據並行,應用強大的統計技術如貝葉斯建模,甚至數據挖掘算法如K-means聚類,神經網絡和關聯規則。

從本書中您將學到什麼

- 創建美觀、有洞察力的圖形,可以發布到互聯網上。
- 應用強大的聚類和數據挖掘技術,更好地理解您的數據。
- 使用強大的數據分析庫,如Incanter、Hadoop和Weka,快速完成任務。
- 與Mathematica和R進行接口,利用它們提供的強大分析功能。
- 同時並行處理數據,以提高性能。
- 轉換數據,使其更有用且更容易分析。

方法

《Clojure數據分析食譜》充滿了實用的技巧,將通過一系列逐步操作的真實世界食譜,涵蓋數據分析的各個方面,幫助您充分利用您的數據。

本書適合對Clojure和數據分析技術和工作流程有一定經驗的讀者,但這不是必需的。