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Modern Data Architecture Fundamentals with Microsoft Fabric · LearnSpace
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Modern Data Architecture Fundamentals with Microsoft Fabric

Курс от Microsoft
Средний≈ 32.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course introduces the core concepts of modern data architecture and the evolution from traditional data warehouses to cloud-native lakehouses. You will explore the essential components of Microsoft Fabric and learn how to design modular architectures with OneLake as the foundation. The course covers setting up OneLake, working with different data formats, and implementing advanced virtualization techniques. By the end of this course, you will understand the fundamentals of a modern data architecture and be able to design a comprehensive blueprint for a data solution.

Навыки, которые вы освоите

Data ArchitectureData IntegrationData TransformationVirtualizationData StorageMetadata ManagementEnterprise ArchitectureData WarehousingCloud StorageData LakesScalability

Программа курса

5 модулей · 147 учебных материалов

01Evolution of modern data architecture32 материалов

History of data architecture

Why data architecture evolution mattersВидеоCourse syllabusЧтениеFrom mainframes to modern platformsЧтениеVisualizing architecture evolutionВидео

Учитесь у экспертов

Microsoft

Преподаватель курса

Modern Data Architecture Fundamentals with Microsoft Fabric
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в новой вкладке

Обучение на Coursera

≈ 32.3 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Итальянский, Бразильский португальский, Корейский, Немецкий, Пушту, Испанский, Дари, Японский

Часть программы вашего университета
Architecture timeline creationЗадание
Connecting past to presentDIALOGUE
Data architecture evolution analysisЗадание
Architecture history knowledge checkЗадание

Limitations of traditional approaches

Breaking through traditional barriersВидеоTraditional architecture pain pointsЧтениеIdentifying architectural bottlenecksВидеоChallenge assessment toolЗаданиеYour architecture challengesDIALOGUETraditional architecture challenge analysisЗаданиеTraditional limitations assessment knowledge checkЗадание

Rise of cloud-native Lakehouses

The Lakehouse revolutionВидеоUnderstanding Microsoft Fabric's LakehouseЧтениеUnderstanding Lakehouse architectureЧтениеExploring Lakehouse features in Microsoft FabricВидеоLakehouse vs warehouse comparisonЗаданиеLakehouse in your contextDIALOGUELakehouse feature matrix creationЗаданиеLakehouse fundamentals knowledge checkЗадание

The unified data platform paradigm

The power of unificationВидеоUnified platform principlesЧтениеCase study of real-world fragmentation exampleЧтениеUnified platform overviewВидеоData fragmentation to Fabric integrationЗаданиеUnification in practiceDIALOGUEFragmentation analysis and solutionsЗаданиеUnified platform concepts knowledge checkЗаданиеModern data architecture evolution graded quizЗадание
02Microsoft Fabric as unified platform30 материалов

Introduction to Microsoft Fabric

Microsoft Fabric visionВидеоMicrosoft Fabric platform overviewЧтениеFirst look at Microsoft FabricВидеоMicrosoft Fabric component configuration mappingЗаданиеFabric for your needsDIALOGUEMicrosoft Fabric interface explorationЗаданиеFabric fundamentals knowledge checkЗадание

Fabric's integration architecture

Seamless integration benefitsВидеоIntegration architecture deep diveЧтениеTracing data through FabricВидеоData pipeline flow visualization with Microsoft FabricЗаданиеIntegration scenariosDIALOGUEData workflow tracingЗадание

Addressing architectural fragmentation

Solving fragmentation problemsВидеоData fragmentation challengesЧтениеFabric's unified solutionsЧтениеIdentifying integration pointsВидеоUnifying siloed data with Microsoft FabricЗаданиеYour fragmentation challengesDIALOGUE

Comparing unified approaches

Platform comparison insightsВидеоUnified platform landscapeЧтениеUnderstanding Fabric Lakehouse core featuresВидеоData platform architecture comparison analysisЗаданиеPlatform selection criteriaDIALOGUEPlatform comparison analysisЗадание
03Components of modern architecture30 материалов

Storage layer components

Storage layer evolutionВидеоModern storage architectureЧтениеExploring OneLake storage featuresВидеоOneLake technical capabilities assessmentЗаданиеStorage strategy discussionDIALOGUEOneLake storage explorationЗаданиеStorage components knowledge checkЗадание

Compute and processing components

Compute power for modern dataВидеоDistributed compute architectureЧтениеFabric compute engines overviewВидеоFabric compute engine selection frameworkЗаданиеCompute selection guidanceDIALOGUECompute engine comparisonЗадание

Transformation and integration layers

The power of integrationВидеоTransformation and integration strategiesЧтениеFabric transformation capabilitiesВидеоData integration pattern implementation with FabricЗаданиеTransformation strategy planningDIALOGUETransformation capability explorationЗадание

Metadata, governance, and analytics components

The foundation of trustВидеоGovernance and analytics architectureЧтениеCase study - data lineage trackingЧтениеFabric architecture component mappingВидеоMicrosoft Fabric data governance architecture documentationЗаданиеGovernance and analytics planningDIALOGUE
04OneLake foundations27 материалов

OneLake architecture overview

OneLake as the data foundationВидеоOneLake architecture deep diveЧтениеOneLake architecture documentation navigationВидеоOneLake architecture definition with templatesЗаданиеArchitecture understanding checkDIALOGUEOneLake conceptual diagram creationЗаданиеOneLake architecture knowledge checkЗадание

Setting up OneLake workspaces

Workspace strategy mattersВидеоOneLake workspace managementЧтениеCreating your first OneLake workspaceВидеоWorkspace planning sessionDIALOGUEOneLake workspace creation and setupЗаданиеWorkspace management knowledge checkЗадание

OneLake organizational hierarchy

Hierarchy for scaleВидеоUnderstanding OneLake hierarchyЧтениеOrganizational structure designВидеоYour organization's hierarchyDIALOGUEEnterprise organizational structure designЗаданиеOrganizational hierarchy knowledge checkЗадание

Working with data formats in OneLake

Format flexibility advantageВидеоOneLake data format supportЧтениеFormat conversion demonstrationВидеоData format implementation and transformation in OneLakeЗаданиеFormat selection strategyDIALOGUEMulti-format data import and conversionЗадание
05OneLake architecture patterns and virtualization techniques28 материалов

Data virtualization with OneLake

Breaking down data silosВидеоOneLake virtualization conceptsЧтениеCreating OneLake shortcutsВидеоVirtualization strategy planningDIALOGUEExternal data source integrationЗаданиеVirtualization concepts knowledge checkЗадание

Virtualization implementation lab

Hands-on virtualization successВидеоVirtualization implementation guideЧтениеComplete virtualization setupВидеоImplementation troubleshootingDIALOGUEEnd-to-end virtualization implementationЗаданиеImplementation practices knowledge checkЗадание

Modular data architecture design

Modular architecture benefitsВидеоModular architecture principlesЧтениеArchitecture design processВидеоYour modular designDIALOGUEModular architecture design projectЗаданиеModular design principles knowledge checkЗадание

Warehouse vs Lakehouse: choosing your data architecture

A brief introduction to Fabric data warehouseВидеоChoosing the right patternВидеоArchitecture pattern selection guideЧтениеMicrosoft Fabric architecture overviewЧтениеPattern analysis demonstrationВидеоPattern selection for your contextDIALOGUE
Integration architecture knowledge checkЗадание
Integration point analysisЗадание
Fragmentation solutions knowledge checkЗадание
Platform comparisons knowledge checkЗадание
Microsoft Fabric unified platform graded quizЗадание
Compute architecture knowledge checkЗадание
Transformation and integration knowledge checkЗадание
Architecture component mappingЗадание
Governance and analytics knowledge checkЗадание
Modern architecture components graded quizЗадание
Data formats knowledge checkЗадание
OneLake foundations mastery graded quizЗадание
Business scenario analysis and recommendationsЗадание
Pattern selection criteria knowledge checkЗадание
Architecture patterns and virtualization graded quizЗадание
Course project: Modern data architecture blueprintЗадание