Modern Data Analytics in Excel: Using Power Query, Power Pivot, and More for Enhanced Data Analytics
暫譯: Excel中的現代數據分析:使用Power Query、Power Pivot等工具提升數據分析能力
Mount, George
2026-english-2-80 詳見活動內容 »
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商品描述
If you haven't modernized your data cleaning and reporting processes in Microsoft Excel, you're missing out on big productivity gains. And if you're looking to conduct rigorous data analysis, more can be done in Excel than you think. This practical book serves as an introduction to the modern Excel suite of features along with other powerful tools for analytics.
George Mount of Stringfest Analytics shows business analysts, data analysts, and business intelligence specialists how to make bigger gains right from your spreadsheets by using Excel's latest features. You'll learn how to build repeatable data cleaning workflows with Power Query, and design relational data models straight from your workbook with Power Pivot. You'll also explore other exciting new features for analytics, such as dynamic array functions, AI-powered insights, and Python integration.
Learn how to build reports and analyses that were previously difficult or impossible to do in Excel. This book shows you how to:
- Build repeatable data cleaning processes for Excel with Power Query
- Create relational data models and analysis measures with Power Pivot
- Pull data quickly with dynamic arrays
- Use AI to uncover patterns and trends from inside Excel
- Integrate Python functionality with Excel for automated analysis and reporting
商品描述(中文翻譯)
如果您還沒有在 Microsoft Excel 中現代化您的數據清理和報告流程,那麼您將錯過巨大的生產力提升。如果您希望進行嚴謹的數據分析,Excel 中可以做的事情比您想像的還要多。本書是現代 Excel 功能套件及其他強大分析工具的入門指南。
Stringfest Analytics 的 George Mount 向商業分析師、數據分析師和商業智慧專家展示如何利用 Excel 的最新功能,從電子表格中獲得更大的收益。您將學習如何使用 Power Query 建立可重複的數據清理工作流程,並使用 Power Pivot 從工作簿中設計關聯數據模型。您還將探索其他令人興奮的分析新功能,例如動態陣列函數、AI 驅動的洞察和 Python 整合。
學習如何建立以前在 Excel 中難以或不可能完成的報告和分析。本書將教您如何:
- 使用 Power Query 建立可重複的 Excel 數據清理流程
- 使用 Power Pivot 創建關聯數據模型和分析度量
- 使用動態陣列快速提取數據
- 利用 AI 從 Excel 中發現模式和趨勢
- 將 Python 功能與 Excel 整合以進行自動化分析和報告