Clojure Data Analysis Cookbook (Paperback)
暫譯: Clojure 數據分析食譜 (平裝本)

Eric Rochester

Clojure Data Analysis Cookbook (Paperback)

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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


  • 掌握現代互聯網所產生的數據洪流

  • 涵蓋從數據收集到分析的每個階段的食譜

  • 實用的數據分析方法，幫助您做出明智的決策

詳細內容

數據無處不在，能夠獲得可行的見解變得越來越重要。本書使用 Clojure 進行數據分析和收集，將向您展示如何從數據中獲得新鮮的見解和觀點，並提供一系列實用的結構化食譜。

《Clojure 數據分析食譜》提供了數據分析過程中每個階段的食譜。無論是從網頁抓取數據、進行數據挖掘，還是為網絡創建圖表，本書都能滿足您的需求。

您將學會如何獲取數據、清理數據，並將其轉換為有用的圖表，然後進行分析並發布到互聯網上。內容涵蓋了高級主題，如並行處理數據、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。

您將從本書中學到什麼


  • 創建美觀且富有洞察力的圖表，並將其發布到互聯網上。

  • 應用強大的聚類和數據挖掘技術，以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，以利用它們提供的強大分析功能。

  • 並行和並行處理數據，以提高性能。

  • 轉換數據，使其更有用且更易於分析。

方法

《Clojure 數據分析食譜》充滿了實用的技巧，將幫助您通過一系列逐步的現實世界食譜充分利用您的數據，涵蓋數據分析的各個方面。

本書的讀者對象

擁有 Clojure 和數據分析技術及工作流程的先前經驗將是有益的，但不是必需的。

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