Data Science For Dummies
暫譯: 數據科學入門

Lillian Pierson

商品描述

Your ticket to breaking into the field of data science!

Jobs in data science are projected to outpace the number of people with data science skills—making those with the knowledge to fill a data science position a hot commodity in the coming years. Data Science For Dummies is the perfect starting point for IT professionals and students interested in making sense of an organization's massive data sets and applying their findings to real-world business scenarios.

From uncovering rich data sources to managing large amounts of data within hardware and software limitations, ensuring consistency in reporting, merging various data sources, and beyond, you'll develop the know-how you need to effectively interpret data and tell a story that can be understood by anyone in your organization.

  • Provides a background in data science fundamentals and preparing your data for analysis
  • Details different data visualization techniques that can be used to showcase and summarize your data
  • Explains both supervised and unsupervised machine learning, including regression, model validation, and clustering techniques
  • Includes coverage of big data processing tools like MapReduce, Hadoop, Dremel, Storm, and Spark

It's a big, big data world out there—let Data Science For Dummies help you harness its power and gain a competitive edge for your organization.

商品描述(中文翻譯)

您進入資料科學領域的入場券!

資料科學的工作預計將超過具備資料科學技能的人數——這使得擁有填補資料科學職位知識的人在未來幾年成為搶手貨。Data Science For Dummies 是 IT 專業人員和學生的完美起點,幫助他們理解組織龐大的資料集並將其發現應用於現實商業情境。

從發掘豐富的資料來源到在硬體和軟體限制內管理大量資料,確保報告的一致性,合併各種資料來源等等,您將發展出有效解釋資料的專業知識,並講述任何人都能理解的故事。


  • 提供資料科學基本原理的背景知識以及準備資料進行分析的方法

  • 詳細介紹不同的資料視覺化技術,可用於展示和總結您的資料

  • 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

  • 涵蓋大資料處理工具,如 MapReduce、Hadoop、Dremel、Storm 和 Spark

外面的世界是個龐大的資料世界——讓 Data Science For Dummies 幫助您利用其力量,為您的組織獲得競爭優勢。