Power Query Cookbook: Use effective and powerful queries in Power BI Desktop and Dataflows to prepare and transform your data
暫譯: Power Query 食譜:在 Power BI Desktop 和 Dataflows 中使用有效且強大的查詢來準備和轉換數據

Janicijevic, Andrea

  • 出版商: Packt Publishing
  • 出版日期: 2021-10-15
  • 售價: $2,000
  • 貴賓價: 9.5$1,900
  • 語言: 英文
  • 頁數: 412
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1800569483
  • ISBN-13: 9781800569485
  • 相關分類: Power BI
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

Leverage your source data from hundreds of different connections, perform millions of different transformations, and easily manage highly complex data lifecycles with Power Query


Key Features:

  • Collect, combine, and transform data using Power Query's data connectivity and data preparation features
  • Overcome the problems faced while accessing data from multiple sources and reshape it to meet your business requirements
  • Explore how the M language can be used to write your own customized solutions


Book Description:

Power Query is a data preparation tool that enables data engineers and business users to connect, reshape, enrich, and transform their data to facilitate relevant business insights and analysis. With Power Query's wide range of features, you can perform no-code transformations and complex M code functions at the same time to get the most out of your data.


This Power Query book will help you to connect to data sources, achieve intuitive transformations, and get to grips with preparation practices. Starting with a general overview of Power Query and what it can do, the book advances to cover more complex topics such as M code and performance optimization. You'll learn how to extend these capabilities by gradually stepping away from the Power Query GUI and into the M programming language. Additionally, the book also shows you how to use Power Query Online within Power BI Dataflows.


By the end of the book, you'll be able to leverage your source data, understand your data better, and enrich it with a full stack of no-code and custom features that you'll learn to design by yourself for your business requirements.


What You Will Learn:

  • Understand how to use Power Query to connect and explore data
  • Explore ways to reshape and enrich data
  • Discover the potential of Power Query across the Microsoft platform
  • Build complex and custom transformations
  • Use M code to write new queries against data sources
  • Use the Power Query Online tool within Power BI Dataflows
  • Implement best practices such as reusing dataflows, optimizing expanding table operations, and field mapping


Who this book is for:

This book is for data analysts, BI developers, data engineers, and anyone looking for a desk reference guide to learn how Power Query can be used with different Microsoft products to handle data of varying complexity. Beginner-level knowledge of Power BI and the M Language will help you to get the best out of this book.

商品描述(中文翻譯)

利用來自數百個不同連接的源數據,執行數百萬種不同的轉換,並輕鬆管理高度複雜的數據生命週期,使用 Power Query

主要特點:


  • 使用 Power Query 的數據連接和數據準備功能來收集、合併和轉換數據

  • 克服從多個來源訪問數據時遇到的問題,並重新塑造數據以滿足您的業務需求

  • 探索如何使用 M 語言編寫自定義解決方案

書籍描述:
Power Query 是一種數據準備工具,使數據工程師和業務用戶能夠連接、重塑、豐富和轉換他們的數據,以促進相關的業務洞察和分析。利用 Power Query 的廣泛功能,您可以同時執行無代碼轉換和複雜的 M 代碼功能,以充分利用您的數據。

這本 Power Query 書將幫助您連接數據來源,實現直觀的轉換,並掌握準備實踐。從 Power Query 的一般概述及其功能開始,書中進一步涵蓋更複雜的主題,如 M 代碼和性能優化。您將學會如何逐步擺脫 Power Query GUI,進入 M 程式語言,擴展這些功能。此外,書中還展示了如何在 Power BI Dataflows 中使用 Power Query Online。

在書籍結束時,您將能夠利用您的源數據,更好地理解您的數據,並用一整套無代碼和自定義功能來豐富它,這些功能您將學會為您的業務需求自行設計。

您將學到什麼:


  • 了解如何使用 Power Query 連接和探索數據

  • 探索重塑和豐富數據的方法

  • 發現 Power Query 在 Microsoft 平台上的潛力

  • 構建複雜和自定義的轉換

  • 使用 M 代碼對數據來源編寫新查詢

  • 在 Power BI Dataflows 中使用 Power Query Online 工具

  • 實施最佳實踐,如重用數據流、優化展開表操作和字段映射

本書適合誰:
本書適合數據分析師、BI 開發人員、數據工程師以及任何希望獲得桌面參考指南以了解如何使用 Power Query 與不同 Microsoft 產品處理各種複雜數據的人。對 Power BI 和 M 語言的初步知識將幫助您充分利用本書。