Microsoft Power BI Performance Best Practices - Second Edition: Learn practical techniques for building high-speed Power BI solutions
LeBlanc, Thomas, Merchant, Bhavik
- 出版商: Packt Publishing
- 出版日期: 2024-08-23
- 售價: $2,010
- 貴賓價: 9.5 折 $1,910
- 語言: 英文
- 頁數: 346
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1835082254
- ISBN-13: 9781835082256
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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
Maximize the effectiveness of your Power BI solutions through performance optimization and drive superior business outcomes
Key Features:
- Learn how to build performant data models and apply row-level security
- Identify and fix performance issues in reports, DAX, and datasets using DAX Studio and VertiPaq Analyzer
- Implement a formal process for performance management, from setting targets to monitoring and remediating issues
- Purchase of the print or Kindle book includes a free PDF eBook
Book Description:
In a world dominated by data, organizations heavily rely on business intelligence tools like Power BI for deriving insights and informed decision-making. Yet, as data volumes grow and user demands increase, achieving optimal performance becomes challenging. Author Thomas LeBlanc, a seasoned Business Intelligence Architect with over 30 years of IT experience, draws on his extensive expertise to guide you in overcoming challenges related to slow performance, data modeling, query optimization, visualization design, deployment, administration, integration, compliance, and security.
This book covers topics ranging from architecture and data modeling to Power BI premium features, DAX formulas, and collaboration, helping you to gain a deep understanding of the Power BI architecture, design efficient data models, create efficient queries, and improve visualization performance. You'll also learn best practices to deploy and manage Power BI solutions, integrate with other tools and systems, ensure compliance and security, and collaborate with team members.
By the end of the book, you'll have developed your knowledge and skills to design, build, and maintain high-performing, scalable, and efficient Power BI solutions to drive unparalleled business success.
What You Will Learn:
- Master setting realistic performance targets and proactively addressing performance challenges
- Understand the impact of architectural choices and configurations on performance optimization
- Develop streamlined Power BI reports and enhance data transformations for optimal efficiency
- Explore best practices for data modeling, mastering DAX, and handling large datasets effectively
- Gain insight into the intricate workings of Power BI Premium for enhanced performance
- Harness the potential of Azure services for extreme scale data processing
Who this book is for:
If you are a data analyst, BI developer, or a data professional who wants to maximize the performance of your Power BI solutions and understand how to build advanced analytics solutions, this book is for you. It assumes familiarity with the major components of Power BI and a beginner-level understanding of their purpose and use cases.
Table of Contents
- Setting Targets and Identifying Problem Areas
- Exploring Power BI Architecture and Configuration
- Learning the Tools for Performance Tuning
- Analyzing Logs and Metrics
- Optimization for Storage Modes
- Third-Party Utilities
- Performance Governance Framework
- Loading, Transforming, and Refreshing Data
- Report and Dashboard Design
- Dimensional Modeling and Row-level Security
- Improving DAX
- High-Scale Patterns
- Working with Capacities
- Performance Needs for Fabric Artifacts
- Embedding in Web Apps
商品描述(中文翻譯)
最大化您的 Power BI 解決方案的效能,透過性能優化驅動卓越的商業成果
主要特點:
- 學習如何建立高效能的數據模型並應用行級安全性
- 使用 DAX Studio 和 VertiPaq Analyzer 識別並修復報告、DAX 和數據集中的性能問題
- 實施正式的性能管理流程,從設定目標到監控和修復問題
- 購買印刷版或 Kindle 版書籍可獲得免費 PDF 電子書
書籍描述:
在一個數據主導的世界中,組織高度依賴像 Power BI 這樣的商業智慧工具來獲取洞察和做出明智的決策。然而,隨著數據量的增長和用戶需求的增加,實現最佳性能變得具有挑戰性。作者 Thomas LeBlanc 是一位擁有超過 30 年 IT 經驗的資深商業智慧架構師,他利用其豐富的專業知識指導您克服與性能緩慢、數據建模、查詢優化、視覺化設計、部署、管理、整合、合規性和安全性相關的挑戰。
本書涵蓋從架構和數據建模到 Power BI 高級功能、DAX 公式和協作的主題,幫助您深入了解 Power BI 架構,設計高效的數據模型,創建高效的查詢,並改善視覺化性能。您還將學習最佳實踐,以部署和管理 Power BI 解決方案,與其他工具和系統整合,確保合規性和安全性,並與團隊成員協作。
在本書結束時,您將發展出設計、建造和維護高效能、可擴展且高效的 Power BI 解決方案的知識和技能,以推動無與倫比的商業成功。
您將學到的內容:
- 精通設定現實的性能目標並主動解決性能挑戰
- 理解架構選擇和配置對性能優化的影響
- 開發精簡的 Power BI 報告並增強數據轉換以達到最佳效率
- 探索數據建模、精通 DAX 和有效處理大型數據集的最佳實踐
- 獲得對 Power BI Premium 複雜運作的深入了解,以提升性能
- 利用 Azure 服務的潛力進行極大規模的數據處理
本書適合對象:
如果您是數據分析師、BI 開發人員或希望最大化 Power BI 解決方案性能並了解如何構建高級分析解決方案的數據專業人士,本書適合您。它假設您對 Power BI 的主要組件有一定的熟悉度,並具備初學者級別的理解其目的和使用案例。
目錄:
- 設定目標和識別問題區域
- 探索 Power BI 架構和配置
- 學習性能調優工具
- 分析日誌和指標
- 優化存儲模式
- 第三方工具
- 性能治理框架
- 加載、轉換和刷新數據
- 報告和儀表板設計
- 維度建模和行級安全性
- 改善 DAX
- 高規模模式
- 與容量合作
- Fabric 物件的性能需求
- 嵌入網頁應用程式