Data Science For Dummies (Paperback)
暫譯: 數據科學入門 (平裝本)

Lillian Pierson

  • 出版商: Hungry Minds
  • 出版日期: 2015-03-09
  • 售價: $1,280
  • 貴賓價: 9.5$1,216
  • 語言: 英文
  • 頁數: 408
  • 裝訂: Paperback
  • ISBN: 1118841557
  • ISBN-13: 9781118841556
  • 相關分類: Data Science
  • 已過版

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商品描述

Discover how data science can help you gain in-depth insightinto your business the easy way!

Jobs in data science abound, but few people have the datascience skills needed to fill these increasingly important roles inorganizations. Data Science For Dummies is the perfectstarting point for IT professionals and students interested inmaking sense of their organization s massive data sets andapplying their findings to real-world business scenarios. Fromuncovering rich data sources to managing large amounts of datawithin hardware and software limitations, ensuring consistency inreporting, merging various data sources, and beyond, you lldevelop the know-how you need to effectively interpret data andtell a story that can be understood by anyone in yourorganization. * Provides a background in data science fundamentals beforemoving on to working with relational databases and unstructureddata and preparing your data for analysis * Details different data visualization techniques that can beused to showcase and summarize your data * Explains both supervised and unsupervised machine learning,including regression, model validation, and clusteringtechniques * Includes coverage of big data processing tools like MapReduce,Hadoop, Dremel, Storm, and Spark

It s a big, big data world out there let DataScience For Dummies help you harness its power and gain acompetitive edge for your organization.

商品描述(中文翻譯)

發現數據科學如何輕鬆幫助您深入了解您的業務!

數據科學的工作機會眾多,但擁有填補這些日益重要角色所需的數據科學技能的人卻不多。《數據科學入門》是IT專業人員和學生的完美起點,幫助他們理解組織中的龐大數據集,並將其發現應用於現實世界的商業情境。從發掘豐富的數據來源到在硬體和軟體限制內管理大量數據,確保報告的一致性,合併各種數據來源等,您將獲得有效解釋數據和講述任何人都能理解的故事所需的知識。

* 在進入關聯數據庫和非結構化數據的處理以及數據分析準備之前,提供數據科學基礎的背景知識
* 詳細介紹可以用來展示和總結數據的不同數據可視化技術
* 解釋監督式和非監督式機器學習,包括回歸、模型驗證和聚類技術
* 包含對大數據處理工具的介紹,如MapReduce、Hadoop、Dremel、Storm和Spark

在這個龐大數據的世界裡,讓《數據科學入門》幫助您利用其力量,為您的組織獲得競爭優勢。