Power Query for Excel Users: A practical guide to cleaning, transforming, and automating Excel data with Power Query
暫譯: Excel 使用者的 Power Query:清理、轉換及自動化 Excel 數據的實用指南
Valero, Oscar Martínez
- 出版商: Packt Publishing
- 出版日期: 2026-07-30
- 售價: $1,890
- 貴賓價: 9.5 折 $1,795
- 語言: 英文
- 頁數: 422
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1807427730
- ISBN-13: 9781807427733
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相關分類:
Power BI
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相關主題
商品描述
Learn Power Query in Excel to clean and automate business data: repeatable workflows for business users, with tips for using AI tools. No coding required
Free with your book: DRM-free PDF version + access to Packt's next-gen Reader*
Key Features:
- Learn Power Query step by step, starting from everyday Excel tasks and building up gradually
- Organize messy data and combine files from common business sources using repeatable workflows
- Get practical tips for using AI tools like ChatGPT alongside your Power Query workflows
Book Description:
If you spend hours every week copying, cleaning, and combining spreadsheets, Power Query will improve how you work, permanently.
In Power Query for Excel and Business Users, you follow Quinn, a newly hired data analyst at Northbridge Office Group, through realistic business scenarios that any business user will recognize. This book uses Quinn's journey to make Power Query accessible and relatable. With beginners in mind, a very basic Excel knowledge is all you need to start.
As you work through the book, you'll learn how to clean up messy data, combine files from different systems, and automate the recurring steps that eat up your time every week.
Beyond the basics, you'll also learn how to use LLMs (like ChatGPT) to accelerate your data work through tested prompt templates without compromising data quality or trust.
By the end of the book, you'll have a strong foundation in data preparation that not only improves your daily Excel work but also prepares you to move confidently toward tools like Power BI and Microsoft Fabric.
What You Will Learn:
- Use Power Query's UI to import and clean data without coding
- Automate everyday tasks-split, merge, pivot, and reshape data
- Combine files from multiple sources reliably
- Use AI prompts safely to speed up transformations
- Create reusable workflows that your team can refresh themselves
- Build foundational concepts that transfer to Power BI and Microsoft Fabric
- Handle and fix messy organizational data
Who this book is for:
This book is written for office managers, executive assistants, project/operations coordinators, and finance and HR professionals. Anyone who works with data, not just data specialists. It's perfect for those who spend hours cleaning and combining files, tracking KPIs, or making sense of complex spreadsheets. No coding experience required: if you know how to open Excel and use basic formulas, you're ready to start.
Table of Contents
- Power Query Basics in Excel (ETL + UI Tour)
- Transform Daily Excel Tasks with Power Query
- Connect and Standardize Common Business Sources
- Build Reliable Step Chains and Read M Passively
- Build Reusable Reports with PivotTables
- Combine and Clean Multiple Files into One Clean Table
- Combine and Reshape Multiple Files into a Tidy Long Table
- Merge Tables to Build an Enriched Master List
- Join and Lookup Data Safely Without a Data Model
- Automate Repetitive Processes
- Build Your First Events Data Model in Excel
- Answer Questions with Your First DAX Measures
商品描述(中文翻譯)
學習在 Excel 中使用 Power Query 來清理和自動化商業數據:為商業用戶提供可重複的工作流程,並附上使用 AI 工具的提示。無需編碼。
免費附贈您的書籍:無 DRM 的 PDF 版本 + 訪問 Packt 的下一代閱讀器*
主要特點:
- 從日常 Excel 任務開始,逐步學習 Power Query
- 使用可重複的工作流程整理雜亂的數據並合併來自常見商業來源的文件
- 獲得使用 AI 工具(如 ChatGPT)與您的 Power Query 工作流程一起使用的實用提示
書籍描述:
如果您每週花數小時複製、清理和合併電子表格,Power Query 將永久改善您的工作方式。
在《Excel 和商業用戶的 Power Query》中,您將跟隨新聘的數據分析師 Quinn,通過任何商業用戶都能認識的現實商業場景。本書利用 Quinn 的旅程使 Power Query 變得易於接觸和相關。考慮到初學者,您只需具備非常基本的 Excel 知識即可開始。
在閱讀本書的過程中,您將學會如何清理雜亂的數據、合併來自不同系統的文件,並自動化每週耗費您時間的重複步驟。
除了基礎知識,您還將學會如何使用 LLM(如 ChatGPT)通過經過測試的提示模板加速您的數據工作,而不會妥協數據質量或信任。
在本書結束時,您將擁有堅實的數據準備基礎,不僅改善您的日常 Excel 工作,還能自信地朝著 Power BI 和 Microsoft Fabric 等工具邁進。
您將學到的內容:
- 使用 Power Query 的 UI 進行數據導入和清理,無需編碼
- 自動化日常任務——拆分、合併、透視和重塑數據
- 可靠地合併來自多個來源的文件
- 安全地使用 AI 提示加速轉換
- 創建可重用的工作流程,讓您的團隊能夠自行刷新
- 建立可轉移到 Power BI 和 Microsoft Fabric 的基礎概念
- 處理和修復雜亂的組織數據
本書適合對象:
本書是為辦公室經理、執行助理、項目/運營協調員以及財務和人力資源專業人士撰寫的。任何與數據打交道的人,而不僅僅是數據專家。非常適合那些花費數小時清理和合併文件、跟踪 KPI 或理解複雜電子表格的人。無需編碼經驗:如果您知道如何打開 Excel 並使用基本公式,您就可以開始了。
目錄:
- Excel 中的 Power Query 基礎(ETL + UI 瀏覽)
- 使用 Power Query 轉換日常 Excel 任務
- 連接和標準化常見商業來源
- 建立可靠的步驟鏈並被動閱讀 M
- 使用樞紐分析表建立可重用的報告
- 將多個文件合併並清理為一個乾淨的表格
- 將多個文件合併並重塑為整齊的長表格
- 合併表格以建立豐富的主列表
- 安全地聯接和查找數據而不使用數據模型
- 自動化重複的過程
- 在 Excel 中建立您的第一個事件數據模型
- 使用您的第一個 DAX 衡量標準回答問題