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Optimizing Data Models and Performance in Microsoft Fabric · LearnSpace
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Optimizing Data Models and Performance in Microsoft Fabric

Курс от Packt
Средний≈ 4 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course teaches advanced strategies for optimizing data models and improving performance in Power BI and Microsoft Fabric. Learners will gain the skills needed to build efficient, secure, and scalable BI solutions in complex data environments. Participants will explore Microsoft Fabric’s architecture, semantic model refresh strategies, storage modes, and intermediate data stores. By mastering these concepts, learners can enhance solution efficiency, streamline report distribution, and improve overall BI performance. What makes this course unique is its combination of theoretical knowledge with hands-on optimization techniques. Real-world scenarios demonstrate how to secure semantic models, tune performance, and deploy robust BI solutions effectively. This course is designed for BI developers, data engineers, and IT professionals seeking to elevate their skills in Power BI and Microsoft Fabric. A working knowledge of Power BI and basic data modeling is recommended. This course is part two of a three-course Specialization designed to provide a comprehensive learning pathway in this subject area. If you haven't already explored part 1, then learners are encouraged to complete that course before starting this one.

Навыки, которые вы освоите

Power BIAzure DevOpsData WarehousingData Analysis Expressions (DAX)Data ArchitectureData LakesData Storage TechnologiesData StoreAzure DevOps PipelinesProcess OptimizationGit (Version Control System)Data SecurityPython ProgrammingSecurity ControlsData AnalysisPerformance TuningDevelopment EnvironmentModel OptimizationData ModelingApplication Deployment

Программа курса

5 модулей · 37 учебных материалов

01Understanding Microsoft Fabric8 материалов

Navigating Microsoft Fabric: Architecture, Storage, and Semantic Models

OverviewВидеоIntroductionЧтениеReviewing the Fabric ArchitectureЧтениеExploring Lakehouse and Data WarehouseЧтение

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Optimizing Data Models and Performance in Microsoft Fabric
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 4 ч

5 модулей

Язык: Английский

Часть программы вашего университета
Data Warehouse OverviewЧтение
Default Semantic ModelЧтение
Building a Semantic Model in Direct Lake ModeЧтение
Microsoft Fabric Data Architecture and PerformanceЗадание
02Managing Semantic Model Refresh7 материалов

Optimizing Semantic Model Refresh Strategies in Power BI

OverviewВидеоIntroductionЧтениеPerforming Refresh Using an XMLA EndpointЧтениеPerforming Incremental RefreshЧтениеXMLA Endpoint RefreshЧтениеUsing a Decision Tree to Decide the Semantic Model Refresh MethodЧтениеManaging Data Refresh in Semantic ModelsЗадание
03Performing Optimizations in Power BI10 материалов

Mastering Power BI Performance: Tools and Techniques for Efficient Models

OverviewВидеоIntroductionЧтениеSemantic Model Optimization Best PracticesЧтениеSemantic Model Optimization Using VertiPaq AnalyzerЧтениеUsing Tabular Editor Best Practice Analyzer to Optimize Semantic ModelsЧтениеPerforming Streaming Operations FirstЧтениеPicking the Right ConnectorЧтениеUsing Performance Analyzer for OptimizationЧтениеDAX OptimizationЧтениеMastering Performance Enhancements in Power BIЗадание
04Managing Semantic Model Security4 материалов

Safeguarding Data: Security Strategies for Semantic Models

OverviewВидеоIntroductionЧтениеData ResidencyЧтениеSecurity and Access Control in Power BI Semantic ModelsЗадание
05Performing Power BI Deployments8 материалов

Mastering Power BI Deployment Pipelines and Git Integration

OverviewВидеоIntroductionЧтениеUnderstanding Deployment PipelinesЧтениеDeployment Process Using Deployment PipelinesЧтениеReport DevelopmentЧтениеHow to Configure Git IntegrationЧтениеUnderstanding the Advantages of Git IntegrationЧтениеPower BI Deployment FundamentalsЗадание