Learn Data Science Using SAS Studio: A Quick-Start Guide
暫譯: 使用 SAS Studio 學習資料科學：快速入門指南
Fouda, Engy
- 出版商: Apress
- 出版日期: 2020-10-02
- 售價: $2,040
- 貴賓價: 9.5 折 $1,938
- 語言: 英文
- 頁數: 226
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1484262360
- ISBN-13: 9781484262368
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相關分類:
Data Science
海外代購書籍(需單獨結帳)
商品描述
Do you want to create data analysis reports without writing a line of code? This book introduces SAS Studio, a free data science web browser-based product for educational and non-commercial purposes. The power of SAS Studio comes from its visual point-and-click user interface that generates SAS code. It is easier to learn SAS Studio than to learn R and Python to accomplish data cleaning, statistics, and visualization tasks.
The book includes a case study about analyzing the data required for predicting the results of presidential elections in the state of Maine for 2016 and 2020. In addition to the presidential elections, the book provides real-life examples including analyzing stocks, oil and gold prices, crime, marketing, and healthcare. You will see data science in action and how easy it is to perform complicated tasks and visualizations in SAS Studio.
You will learn, step-by-step, how to do visualizations, including maps. In most cases, you will not need a line of code as you work with the SAS Studio graphical user interface. The book includes explanations of the code that SAS Studio generates automatically. You will learn how to edit this code to perform more complicated advanced tasks. The book introduces you to multiple SAS products such as SAS Viya, SAS Analytics, and SAS Visual Statistics.
What You Will Learn
- Become familiar with SAS Studio IDE
- Understand essential visualizations
- Know the fundamental statistical analysis required in most data science and analytics reports
- Clean the most common data set problems
- Use linear progression for data prediction
- Write programs in SAS
- Get introduced to SAS-Viya, which is more potent than SAS studio
Who This Book Is For
A general audience of people who are new to data science, students, and data analysts and scientists who are experienced but new to SAS. No programming or in-depth statistics knowledge is needed.
商品描述(中文翻譯)
您想在不寫一行程式碼的情況下創建數據分析報告嗎？本書介紹了SAS Studio，這是一個免費的數據科學網頁瀏覽器產品，適用於教育和非商業用途。SAS Studio的強大之處在於其可視化的點擊式用戶界面，能夠生成SAS程式碼。學習SAS Studio比學習R和Python來完成數據清理、統計和可視化任務要容易得多。
本書包含了一個案例研究，分析了2016年和2020年美國緬因州總統選舉結果預測所需的數據。除了總統選舉外，本書還提供了現實生活中的例子，包括分析股票、石油和黃金價格、犯罪、行銷和醫療保健。您將看到數據科學的實際應用，以及在SAS Studio中執行複雜任務和可視化是多麼簡單。
您將逐步學習如何進行可視化，包括地圖。在大多數情況下，您在使用SAS Studio圖形用戶界面時不需要寫一行程式碼。本書包括SAS Studio自動生成的程式碼解釋。您將學習如何編輯這些程式碼以執行更複雜的高級任務。本書還介紹了多個SAS產品，如SAS Viya、SAS Analytics和SAS Visual Statistics。
您將學到什麼
- 熟悉SAS Studio IDE
- 理解基本的可視化
- 了解大多數數據科學和分析報告所需的基本統計分析
- 清理最常見的數據集問題
- 使用線性回歸進行數據預測
- 在SAS中編寫程式
- 了解SAS Viya，這比SAS Studio更強大
本書適合誰
本書適合對數據科學感興趣的一般讀者、新手學生以及有經驗但對SAS不熟悉的數據分析師和科學家。無需具備程式設計或深入的統計知識。
作者簡介
Engy Fouda is an author, freelance engineer, and journalist. She also is a freelance instructor and teaches SAS, Docker Fundamentals, Docker for Enterprise Developers, Docker for Enterprise Operations, and Kubernetes. Engy holds two master's degrees, one in journalism from Harvard University, Extension School, and another in computer engineering from Cairo University, Egypt. She earned the Data Science Professional Graduate Certificate from Harvard University, Extension School. She volunteers as the Team Lead for Momken Group (Engineering for the Blind), Egypt Scholars Inc. The team designs and manufactures devices and develops Arabic applications for visually impaired people in the MENA region. Engy volunteers as a Member-at-Large and as newsletter editor of the IEEE Mid-Hudson section. And she published several books that made Amazon's best-selling charts for Arabic books.
作者簡介(中文翻譯)
Engy Fouda 是一位作家、自由工程師和記者。她同時也是一位自由講師，教授 SAS、Docker 基礎、Docker 企業開發者、Docker 企業運營以及 Kubernetes。Engy 擁有兩個碩士學位，一個是來自哈佛大學延伸學院的新聞學碩士，另一個是來自埃及開羅大學的計算機工程碩士。她獲得了哈佛大學延伸學院的數據科學專業研究生證書。她擔任埃及盲人工程小組（Momken Group）的團隊負責人，該小組設計和製造設備，並為中東和北非地區的視障人士開發阿拉伯語應用程式。Engy 也擔任 IEEE Mid-Hudson 區域的會員和通訊編輯。她出版了幾本書籍，並在亞馬遜的阿拉伯書籍暢銷榜上名列前茅。
