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Building Data Lakes and Lakehouses with Microsoft Fabric · LearnSpace
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Building Data Lakes and Lakehouses with Microsoft Fabric

Курс от Microsoft
Средний≈ 28.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you will focus on the practical implementation of a Lakehouse architecture using Microsoft Fabric. You will design and build a Lakehouse with Delta tables, implement medallion architecture patterns, and develop data ingestion strategies. The course covers ACID principles, query endpoints, and security controls, providing you with hands-on experience in creating a complete Lakehouse environment with appropriate security. By the end of the course, you will be able to implement a functional and secure enterprise Lakehouse solution, with a focus on data governance and mastery of the Microsoft Fabric platform.

Навыки, которые вы освоите

Data GovernanceReal Time DataPower BIData ArchitectureData QualityData IntegrityData IntegrationData WarehousingQuery LanguagesIdentity and Access ManagementData TransformationTransaction ProcessingData PipelinesData LakesDataflowData ManagementRole-Based Access Control (RBAC)Security ControlsMicrosoft AzureAzure Active Directory

Программа курса

5 модулей · 132 учебных материалов

01Fabric Lakehouse Fundamentals27 материалов

Introduction to Fabric Lakehouse

The Lakehouse revolutionВидеоCourse syllabusЧтениеFabric Lakehouse paradigmЧтениеNavigating Fabric Lakehouse componentsВидео

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Microsoft

Преподаватель курса

Building Data Lakes and Lakehouses with Microsoft Fabric
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Обучение на Coursera

≈ 28.7 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Lakehouse in your organizationDIALOGUE
Fabric Lakehouse interface explorationЗадание
Lakehouse fundamentals knowledge checkЗадание

Setting up Fabric Lakehouse

Foundation for successВидеоLakehouse setup and configurationЧтениеCreating your first Fabric LakehouseВидеоLakehouse configuration validation checklistЗаданиеSetup strategy planningDIALOGUELakehouse creation and configurationЗаданиеLakehouse setup knowledge checkЗадание

Working with delta tables

Delta tables powerВидеоDelta tables in Fabric LakehouseЧтениеCreating and managing Delta tablesВидеоDelta table strategy discussionDIALOGUEDelta table creation and operationsЗаданиеDelta tables basics knowledge checkЗадание

Managing folders and files

Organization for scaleВидеоLakehouse file managementЧтениеFolder structure implementationВидеоYour folder strategyDIALOGUELakehouse folder structure setupЗаданиеFile management knowledge checkЗаданиеFabric Lakehouse foundations graded quizЗадание
02Delta Lake and ACID Principles25 материалов

ACID properties in Delta Lake

Why ACID mattersВидеоACID principles deep diveЧтениеACID demonstration in actionВидеоACID in your contextDIALOGUEACID properties practical examplesЗаданиеACID fundamentals knowledge checkЗадание

Transaction logging and management

The transaction log advantageВидеоDelta Lake transaction log architectureЧтениеExploring transaction logs in Delta tablesВидеоTransaction management strategyDIALOGUETransaction log analysis and multi-step operationsЗаданиеTransaction management knowledge checkЗадание

Schema evolution in delta tables

Evolving with changeВидеоSchema evolution strategiesЧтениеImplementing schema changesВидеоSchema change planningDIALOGUESchema evolution implementationЗаданиеSchema evolution knowledge checkЗадание

Time travel and versioning

Time travel for data recoveryВидеоDelta Lake time travel and versioningЧтениеTime travel operationsВидеоTime travel use casesDIALOGUEHistorical data analysis with time travelЗаданиеTime travel capabilities knowledge checkЗадание
03Medallion Architecture Implementation25 материалов

Medallion architecture overview

The power of layered dataВидеоMedallion architecture principlesЧтениеMedallion architecture design processВидеоYour medallion strategyDIALOGUEMedallion architecture design workshopЗаданиеArchitecture principles knowledge checkЗадание

Bronze layer implementation

Raw data foundationВидеоBronze layer best practicesЧтениеBronze layer creation processВидеоBronze layer strategyDIALOGUEBronze layer setup and data ingestionЗаданиеBronze layer implementation knowledge checkЗадание

Silver layer transformation

Data quality excellenceВидеоSilver layer transformation strategiesЧтениеBronze to silver transformationВидеоQuality standards discussionDIALOGUESilver layer developmentЗаданиеSilver layer transformations knowledge checkЗадание

Gold layer development

Business-ready analyticsВидеоGold layer design and developmentЧтениеSilver to gold transformationВидеоBusiness requirements analysisDIALOGUEGold layer implementationЗаданиеGold layer development knowledge checkЗадание
04Data Ingestion Strategies27 материалов

Pipeline-based ingestion

Data factory fundamentalsВидеоPipeline power for data movementВидеоFabric pipeline architectureЧтениеBuilding your first data pipelineВидеоPipeline strategy planningDIALOGUEStructured data ingestion pipelineЗаданиеPipeline ingestion knowledge checkЗадание

Notebook-based ingestion

Code-first ingestion flexibilityВидеоNotebook ingestion patternsЧтениеNotebook ingestion developmentВидеоCustom ingestion requirementsDIALOGUECustom notebook ingestion solutionЗаданиеNotebook ingestion knowledge checkЗадание

API-based ingestion

Programmatic data integrationВидеоFabric REST API integrationЧтениеAPI ingestion implementationВидеоAPI integration strategyDIALOGUEREST API data ingestionЗаданиеAPI ingestion knowledge checkЗадание

EventStreams ingestion

Event-driven architecture fundamentalsВидеоReal-time data streamingВидеоEventstreams and real-time ingestionЧтениеEventstreams configurationВидеоStreaming use cases discussionDIALOGUEReal-time streaming ingestion setupЗадание
05Query Endpoints and Security28 материалов

SQL analytics endpoints

SQL access to Lakehouse dataВидеоSQL analytics endpoint architectureЧтениеSQL endpoint configuration and testingВидеоSQL analytics strategyDIALOGUESQL analytics endpoint usage and validationЗаданиеSQL analytics knowledge checkЗадание

Connecting Power BI to Lakehouse

Power BI desktop essentialsВидеоBridging data and insightsВидеоPower BI Lakehouse integrationЧтениеPower BI connection setupВидеоConnection string generatorЗаданиеBI integration planningDIALOGUEEnable power BI analytics for Lakehouse (architect task)ЗаданиеPower BI integration knowledge checkЗадание

Fine-grained permissions

Security at scaleВидеоLakehouse security modelЧтениеPermission configuration demonstrationВидеоSecurity requirements analysisDIALOGUEComprehensive permission configurationЗаданиеAccess control knowledge checkЗадание

Microsoft Entra ID integration

Enterprise identity integrationВидеоEntra ID authentication and authorizationЧтениеEntra ID setup and testingВидеоIdentity strategy planningDIALOGUEEnterprise authentication implementationЗаданиеIdentity integration knowledge checkЗадание
Delta Lake and ACID mastery graded quizЗадание
Medallion architecture implementationЗадание
Streaming ingestion knowledge checkЗадание
Data ingestion mastery graded quizЗадание
Query endpoints and security mastery graded quizЗадание
Enterprise lakehouse implementationЗадание