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Microsoft Power BI Performance Best Practices · LearnSpace
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courseraПрограммирование

Microsoft Power BI Performance Best Practices

Курс от Packt
Средний≈ 17.5 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In today’s fast-paced business environment, optimizing Power BI performance is essential to building scalable and efficient solutions. This course teaches data professionals practical techniques to enhance the speed and efficiency of Power BI reports, empowering them to meet demanding performance requirements. By diving deep into key topics such as data modeling, DAX, and performance management, this course will help learners overcome the common challenges of slow reports and poor data transformations. Learners will acquire actionable insights, equipping them to deliver high-speed, optimized Power BI solutions in their organizations. What sets this course apart is its blend of theory and real-world applications. Through a combination of technical explanations and illustrative examples, learners will get hands-on experience with the tools and practices required to improve Power BI performance, ensuring they can apply what they learn to actual business scenarios. This course is designed for data analysts, BI developers, and professionals who already have basic familiarity with Power BI. It is perfect for anyone looking to elevate their Power BI solutions and optimize performance, regardless of industry. Based on the book, Microsoft Power BI Performance Best Practices, by Thomas LeBlanc and Bhavik Merchant.

Навыки, которые вы освоите

Data ArchitecturePerformance AnalysisModel OptimizationFrontend PerformancePower BIBusiness IntelligencePerformance ImprovementData TransformationPower Platform Architecture & Technical DesignMicrosoft SQL ServersData ModelingDashboardDashboard CreationPerformance MetricData Analysis Expressions (DAX)ScalabilityPerformance TuningMicrosoft AzureMicrosoft Power PlatformData Store

Программа курса

15 модулей · 102 учебных материалов

01Setting Targets and Identifying Problem Areas4 материалов

Lesson 1

Course OverviewВидеоSetting Targets and Identifying Problem Areas - Overview VideoВидеоSetting Targets and Identifying Problem Areas - The ReadingЧтениеOptimizing Report Performance and Data Management

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Microsoft Power BI Performance Best Practices
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 17.5 ч

15 модулей

Язык: Английский

Часть программы вашего университета
Задание
02Exploring Power BI Architecture and Configuration10 материалов

Lesson 1

Exploring Power BI Architecture and Configuration - Overview VideoВидеоIntroductionЧтениеImport ModeЧтениеDirectQuery ModeЧтениеDirect Lake ModeЧтениеReflect: Power BI Architecture Trade-offsDIALOGUEDeploying Power BI GatewaysЧтениеConfiguring Gateway Performance LoggingЧтениеScaling up GatewaysЧтениеPower BI System Design and OptimizationЗадание
03Learning the Tools for Performance Tuning7 материалов

Lesson 1

Learning the Tools for Performance Tuning - Overview VideoВидеоLearning the Tools for Performance TuningЧтениеLearning About the Performance AnalyzerЧтениеExporting and Analyzing Performance DataЧтениеPractice: Create a Performance Tuning PlanDIALOGUEUsing the Optimize RibbonЧтениеMastering Tools for Optimizing Power BI PerformanceЗадание
04Analyzing Logs and Metrics8 материалов

Lesson 1

Analyzing Logs and Metrics - Overview VideoВидеоIntroductionЧтениеMaking a Copy of the Usage Metrics Report to EditЧтениеViewing Granular Performance DataЧтениеActivity Logs and Unified Audit LogsЧтениеPractice: Diagnose a Complex Performance ProblemDIALOGUEAzure Metrics for AASЧтениеAnalyzing Logs and Metrics in Power BI and AzureЗадание
05Optimization for Storage Modes4 материалов

Lesson 1

Optimization for Storage Modes - Overview VideoВидеоIntroductionЧтениеPower BI Desktop SettingsЧтениеOptimization Strategies for Data ModelsЗадание
06Third-Party Utilities7 материалов

Lesson 1

Third-Party Utilities - Overview VideoВидеоIntroductionЧтениеWorking with Tabular EditorЧтениеPractice: Design a Performance Optimization PlanDIALOGUETuning with DAX Studio and VertiPaq AnalyzerЧтениеCapturing and Replaying QueriesЧтениеThird-Party Tools and Performance OptimizationЗадание
07Performance Governance Framework7 материалов

Lesson 1

Performance Governance Framework - Overview VideoВидеоIntroductionЧтениеSet Preventative MeasuresЧтениеTeam or Domain-Based BIЧтениеPractice: Design a Performance Governance ProcessDIALOGUECalling REST APIs for Monitoring DataЧтениеPerformance Governance and Monitoring in Power BIЗадание
08Loading, Transforming, and Refreshing Data8 материалов

Lesson 1

Loading, Transforming, and Refreshing Data - Overview VideoВидеоIntroductionЧтениеImproving the Development ExperienceЧтениеQuery FoldingЧтениеPractice: Analyze and Optimize a Power Query PipelineDIALOGUERefreshing IncrementallyЧтениеOptimizing DataflowsЧтениеOptimizing Data WorkflowsЗадание
09Report and Dashboard Design6 материалов

Lesson 1

Report and Dashboard Design - Overview VideoВидеоReport and Dashboard DesignЧтениеUsing the Small Multiples OptionЧтениеPractice: Redesigning a Dashboard for PerformanceDIALOGUEFollowing Best Practices for DashboardsЧтениеEffective Report and Dashboard DesignЗадание
10Dimensional Modeling and Row Level Security9 материалов

Lesson 1

Dimensional Modeling and Row Level Security - Overview VideoВидеоIntroductionЧтениеBuilding a Single Source of TruthЧтениеAdjusting Date and Time SettingsЧтениеPractice: Analyze and Optimize a Data ModelDIALOGUEConsidering Many-to-Many Relationships and Bi-Directional FilteringЧтениеAvoiding Pitfalls with Row-Level SecurityЧтениеGuidance That Applies to Dynamic RLSЧтениеData Modeling and Security FundamentalsЗадание
11Improving DAX6 материалов

Lesson 1

Improving DAX - Overview VideoВидеоIntroductionЧтениеImproving Filter Context for a MeasureЧтениеPractice: Refactor a Slow DAX MeasureDIALOGUEDAX GuidanceЧтениеMastering DAX Efficiency and ContextЗадание
12High Scale Patterns9 материалов

Lesson 1

High Scale Patterns - Overview VideoВидеоIntroductionЧтениеLeveraging AAS for Data and User ScaleЧтениеUsing Partitions in the Fact TableЧтениеPractice: Design a High-Scale Data SolutionDIALOGUEScaling with Aggregations and Composite ModelsЧтениеLeveraging AggregationsЧтениеImproving Performance with Synapse and FabricЧтениеHigh-Scale Data Patterns and OptimizationЗадание
13Working with Capacities9 материалов

Lesson 1

Working with Capacities - Overview VideoВидеоIntroductionЧтениеHow Capacities Manage ResourcesЧтениеPremium Capacity OverageЧтениеDetermining the Initial Capacity SizeЧтениеPractice: Develop a Power BI Capacity StrategyDIALOGUEAlert NotificationsЧтениеUtilization OverageЧтениеPower BI Capacity Management FundamentalsЗадание
14Performance Needs for Fabric Artifacts4 материалов

Lesson 1

Performance Needs for Fabric Artifacts - Overview VideoВидеоIntroductionЧтениеDelta TablesЧтениеFabric Artifacts and Data Performance FundamentalsЗадание
15Embedding in Web Apps4 материалов

Lesson 1

Embedding in Web Apps - Overview VideoВидеоIntroductionЧтениеMeasuring Embedded PerformanceЧтениеPower BI Embedding and Performance ManagementЗадание