Beginning Big Data with Power BI and Excel 2013: Big Data Processing and Analysis Using PowerBI in Excel 2013 (Paperback)
暫譯: 使用 Power BI 和 Excel 2013 開始大數據:在 Excel 2013 中使用 Power BI 進行大數據處理與分析 (平裝本)
Neil Dunlop
- 出版商: Apress
- 出版日期: 2015-09-29
- 售價: $1,690
- 貴賓價: 9.5 折 $1,606
- 語言: 英文
- 頁數: 268
- 裝訂: Paperback
- ISBN: 1484205308
- ISBN-13: 9781484205303
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相關分類:
Excel、Power BI、大數據 Big-data
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商品描述
In Beginning Big Data with Power BI and Excel 2013, you will learn to solve business problems by tapping the power of Microsoft’s Excel and Power BI to import data from NoSQL and SQL databases and other sources, create relational data models, and analyze business problems through sophisticated dashboards and data-driven maps.
While Beginning Big Data with Power BI and Excel 2013 covers prominent tools such as Hadoop and the NoSQL databases, it recognizes that most small and medium-sized businesses don’t have the Big Data processing needs of a Netflix, Target, or Facebook. Instead, it shows how to import data and use the self-service analytics available in Excel with Power BI. As you’ll see through the book’s numerous case examples, these tools—which you already know how to use—can perform many of the same functions as the higher-end Apache tools many people believe are required to carry out in Big Data projects.
Through instruction, insight, advice, and case studies, Beginning Big Data with Power BI and Excel 2013 will show you how to:
- Import and mash up data from web pages, SQL and NoSQL databases, the Azure Marketplace and other sources.
- Tap into the analytical power of PivotTables and PivotCharts and develop relational data models to track trends and make predictions based on a wide range of data.
- Understand basic statistics and use Excel with PowerBI to do sophisticated statistical analysis—including identifying trends and correlations.
- Use SQL within Excel to do sophisticated queries across multiple tables, including NoSQL databases.
- Create complex formulas to solve real-world business problems using Data Analysis Expressions (DAX).
What youll learn
You will learn to:
- Use Excel and Power BI to do sophisticated data analytics on large data sets
- Import data from other sources into Excel
- Understand basic statistical techniques
- Analyze trends
- Perform complex calculation using DAX
- Present results using easy-to-understand visualizations such as maps
- Frame and solve real-world business problems through big data analysis
Who this book is for
Beginning Big Data with Power BI and Excel 2013 is designed for anyone who uses data analytics to make business decisions, especially those in small and medium-sized businesses.
Table of Contents
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商品描述(中文翻譯)
在《Beginning Big Data with Power BI and Excel 2013》中,您將學習如何利用 Microsoft 的 Excel 和 Power BI 的強大功能,從 NoSQL 和 SQL 數據庫及其他來源導入數據,創建關聯數據模型,並通過精密的儀表板和數據驅動的地圖分析商業問題。
雖然《Beginning Big Data with Power BI and Excel 2013》涵蓋了 Hadoop 和 NoSQL 數據庫等重要工具,但它認識到大多數中小型企業並不具備 Netflix、Target 或 Facebook 的大數據處理需求。相反,它展示了如何導入數據並使用 Excel 中的自助分析功能與 Power BI。正如您在本書的眾多案例中所見,這些您已經會使用的工具可以執行許多與許多人認為在大數據項目中必須使用的高端 Apache 工具相同的功能。
通過指導、見解、建議和案例研究,《Beginning Big Data with Power BI and Excel 2013》將向您展示如何:
- 從網頁、SQL 和 NoSQL 數據庫、Azure Marketplace 及其他來源導入和混合數據。
- 利用樞紐分析表和樞紐圖的分析能力,開發關聯數據模型以追蹤趨勢並根據各種數據進行預測。
- 理解基本統計學,並使用 Excel 和 Power BI 進行複雜的統計分析,包括識別趨勢和相關性。
- 在 Excel 中使用 SQL 進行跨多個表的複雜查詢,包括 NoSQL 數據庫。
- 使用數據分析表達式(DAX)創建複雜公式以解決現實世界的商業問題。
您將學習到:
- 使用 Excel 和 Power BI 對大型數據集進行複雜的數據分析
- 從其他來源導入數據到 Excel
- 理解基本統計技術
- 分析趨勢
- 使用 DAX 執行複雜計算
- 使用易於理解的可視化工具(如地圖)呈現結果
- 通過大數據分析框架和解決現實世界的商業問題
《Beginning Big Data with Power BI and Excel 2013》適合任何使用數據分析來做出商業決策的人,特別是中小型企業的從業者。
目錄
- 引言
- 第 1 章:大數據的導入、處理和分析工具
- 第 2 章:Excel 作為數據庫和數據聚合器
- 第 3 章:樞紐表和樞紐圖
- 第 4 章:數據模型
- 第 5 章:Excel 中的 SQL
- 第 6 章:Excel 中的 NoSQL 數據庫
- 第 7 章:Excel 中的統計分析
- 第 8 章:數據分析表達式
- 第 9 章:報告和儀表板
- 第 10 章:數據可視化
- 第 11 章:總結與回顧
