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Microsoft Fabric Data Engineer: DP-700 Exam Prep · LearnSpace
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Microsoft Fabric Data Engineer: DP-700 Exam Prep

Курс от Edureka
Средний≈ 22.7 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Microsoft Fabric represents a fundamental shift in enterprise data architecture—unifying data engineering, data warehousing, real-time intelligence, and data integration into a single, cohesive SaaS ecosystem. As a Fabric Data Engineer, you should have subject matter expertise with data loading patterns, data architectures, and orchestration processes. This course is purpose-built to help you master those competencies through hands-on implementation and architectural decision-making. Navigate the full Microsoft Fabric landscape—OneLake, Lakehouse, Warehouse, Spark, Data Factory, Dataflows Gen2, Real-Time Intelligence, and Delta Lake. This course delivers a unified, high-performance data architecture built for both batch and streaming analytics. Start strong with scalable lakehouses and robust data ingestion. Scale smarter by orchestrating complex ETL pipelines, Spark transformations, and Medallion architectures powered by Delta Lake. Go deeper into specialized domains—mastering T-SQL in modern warehouses, designing real-time solutions with Eventhouse and KQL, and automating workflows with Activator. Then operationalize like a pro. Implement RLS/OLS security, integrate Purview governance, monitor performance metrics, and align with compliance—all within enterprise-grade standards. Cap it all off with a dedicated exam preparation hub—complete with strategic decision frameworks, practical scenario analysis, and full-length mock exams that simulate the real certification and boost your test-day confidence. By the end of this course, you will be equipped to: - Design and implement enterprise-scale data engineering solutions using Microsoft Fabric components, including Lakehouse, Data Warehouse, and Real-Time Intelligence. - Develop scalable data ingestion and transformation workflows using Pipelines, Dataflows Gen2, Apache Spark, and Delta Lake. - Process and analyze data using Spark, T-SQL, and KQL across batch and streaming architectures. - Implement Medallion Architecture patterns and dimensional modeling principles for structured, analytics-ready data lakes. - Configure security controls, including RLS, OLS, network settings, and granular access permissions. - Monitor and optimize Fabric environments using capacity metrics, DMVs, and performance analysis tools. Designed for data engineers, ETL developers, data architects, and analytics professionals seeking to validate and elevate their expertise in the Microsoft Fabric ecosystem, this course blends certification rigor with real-world architectural depth. Elevate your data engineering capabilities. Prove your readiness. Become a certified Microsoft Fabric Data Engineer.

Навыки, которые вы освоите

Data LakesData SecurityReal Time DataData ArchitectureData TransformationApache SparkData PipelinesMicrosoft CopilotEvent MonitoringTransact-SQLWarehouse ManagementPySparkWorkflow ManagementArtificial Intelligence and Machine Learning (AI/ML)Python ProgrammingData AnalysisWarehouse OperationsCapacity ManagementContinuous MonitoringSQL

Программа курса

7 модулей · 138 учебных материалов

01Getting Started with Microsoft Fabric32 материалов

Introduction to Microsoft Fabric

Course IntroductionВидеоWelcome to DP-700: Implementing Data Engineering Solutions Using Microsoft FabricЧтениеWhat is Microsoft Fabric?ВидеоThe Evolution of Analytics: Why Microsoft Fabric MattersЧтение

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Edureka

Преподаватель курса

Microsoft Fabric Data Engineer: DP-700 Exam Prep
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≈ 22.7 ч

7 модулей

Язык: Английский

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

Часть программы вашего университета
Unlocking the Building Blocks of Microsoft FabricВидео
OneLake: The Data Backbone of Microsoft FabricВидео
Microsoft Fabric Licensing OverviewЧтение
Exploring the Microsoft Fabric InterfaceВидео
Knowledge Check: Introduction to Microsoft FabricЗадание

The Modern Lakehouse: From Foundation to Query

The Engine Behind the Insights: Your Guide to Data EngineeringЧтениеWhat is a Lakehouse?ВидеоSetting Up and Managing WorkspacesВидеоCreating and Ingesting Data into a LakehouseВидеоQuerying Lakehouse Tables Using the SQL Analytics EndpointВидеоThe Data Engineer's Toolkit: Schemas and REST API ManagementЧтениеKnowledge Check: The Modern Lakehouse: From Foundation to QueryЗадание

Processing Data with Apache Spark

Apache Spark OverviewВидеоApache Spark Runtime, Pools, and EnvironmentsЧтениеSpark Execution, SQL Processing, and Metadata ManagementВидеоBuilding and Automating Spark Workloads with Microsoft FabricЧтениеData Exploration Using DataFramesВидеоKnowledge Check: Processing Data with Apache Spark Задание

Delta Lake for Scalable Data Engineering

Delta Lake Unlocked: Building Reliable Data PlatformsВидеоTransforming Data and Managing Delta TablesВидеоQuerying Delta Tables Using Spark and SQLВидеоUsing Delta Tables for Streaming Data with Spark Structured StreamingЧтениеVisualizing data using Apache SparkВидеоDelta Lake Optimization and Spark Runtime MonitoringЧтениеKnowledge Check: Delta Lake for Scalable Data EngineeringЗадание

Module Wrap-Up and Assessment

Strengthening Microsoft Fabric Foundation ConceptsDIALOGUEModule Summary: Getting Started with Microsoft FabricЧтениеKnowledge Check: Getting Started with Microsoft FabricЗадание
02Architecting Data Solutions with Data Factory23 материалов

Building Scalable Data Pipelines

Introduction to Data FactoryВидеоA Deep Dive into Fabric PipelinesВидеоUsing Copy Data Activity in FabricВидеоOrchestrating Scalable Data Pipelines with Microsoft FabricВидеоMicrosoft Fabric Application Lifecycle Management (ALM)ЧтениеContinuous Deployment Using Deployment PipelinesВидеоKnowledge Check: Building Scalable Data PipelinesЗадание

Operationalizing ETL Processes with Dataflows Gen2

Next-Gen Data Transformation with Dataflows Gen2ВидеоDesigning ETL with Dataflows Gen2ВидеоPublishing, Scheduling, and Monitoring Dataflows Gen2ВидеоTask Flow: Visual Process Orchestration in Microsoft Fabric WorkspacesЧтениеIntegrating Dataflows Gen2 with Pipelines in Microsoft FabricВидеоCopilot in Microsoft Fabric: Data Factory WorkloadЧтение

Medallion Unleashed: Building Better Lakehouses

Introduction to Medallion ArchitectureВидеоMedallion Architecture: Bronze, Silver, and Gold LayersВидеоThe Art of Dimensional Modeling in FabricЧтениеImplementing Medallion Architecture in a Fabric Lakehouse - IВидеоImplementing Medallion Architecture in a Fabric Lakehouse - IIВидеоKnowledge Check: Medallion Unleashed: Building Better LakehousesЗадание

Module Wrap-Up and Assessment

Reinforcing Data Factory Architecture ConceptsDIALOGUEModule Summary: Architecting Data Solutions with Data FactoryЧтениеKnowledge Check: Architecting Data Solutions with Data FactoryЗадание
03Fabric Deep Dive: Mastering the Modern Data Warehouse21 материалов

Microsoft Fabric Data Warehouse Primer

Introduction to Data WarehouseВидеоPower Up Your Analytics: Choosing Between Fabric Warehouse and LakehouseЧтениеArchitectural Framework of Microsoft Fabric Data WarehouseВидеоDimensional Modeling in Microsoft Fabric Data WarehouseВидеоExploring Data Ingestion and Load OperationsВидеоKnowledge Check: Microsoft Fabric Data Warehouse PrimerЗадание

Beyond Tables: Building Analytics-Ready Warehouses

Designing and Managing Warehouse TablesВидеоQuerying Data from a Fabric Warehouse Using T-SQLВидеоUnified Data Analysis with Microsoft Fabric WarehousesВидеоPowering Analytics with Semantic Models from WarehouseВидеоFabric Engineering with APIs, AI Agents, and Programmable WorkloadsЧтениеKnowledge Check: Beyond Tables: Building Analytics-Ready WarehousesЗадание

Monitoring and Securing Microsoft Warehouse

Securing Data Access in DatawarehouseЧтениеMicrosoft Fabric Capacity Metrics App - IВидеоMicrosoft Fabric Capacity Metrics App - IIВидеоFrom DMVs to Query Insights: Tracking Query ActivityВидеоCopilot: The Future of T-SQL Is AI-AssistedЧтениеKnowledge Check: Monitoring and Securing Microsoft WarehouseЗадание

Module Wrap-Up and Assessment

Consolidating Modern Data Warehouse ConceptsDIALOGUEModule Summary: Fabric Deep Dive: Mastering the Modern Data WarehouseЧтениеKnowledge Check: Fabric Deep Dive: Mastering the Modern Data WarehouseЗадание
04Real-Time Intelligence: Data in Motion, Insights in Seconds21 материалов

The Fundamentals of Real-Time Intelligence

The Evolution from Batch to Real-Time Data ProcessingВидеоWhat is Microsoft Fabric Real-Time Intelligence?ВидеоStreaming Analytics with Eventstream and EventhouseВидеоKQL Unlocked: The Key to Microsoft Fabric's Real-Time PowerЧтениеFrom Eventstream to Eventhouse: Real-Time Data ProcessingВидеоKnowledge Check: The Fundamentals of Real-Time IntelligenceЗадание

Real-Time Data Engineering with KQL

Querying data in a KQL DatabaseВидеоAutomate Data Processing With Management CommandsВидеоCreating a Real-Tme Dashboard - IВидеоCreating a Real-Tme Dashboard - IIВидеоThe World on OneLake: Spatial Intelligence and Digital Twin BuilderЧтениеKnowledge Check: Real-Time Data Engineering with KQLЗадание

Streaming Intelligence and Event Automation

Managing and Monitoring Eventhouse and EventstreamsВидеоOperationalizing Real-Time Data Using ActivatorВидеоCommand Center for Streaming Data : Fabric Real-Time HubВидеоEvent-Driven Monitoring in Microsoft FabricВидеоReal-Time Intelligence with Microsoft Fabric's AI AssistantЧтениеKnowledge Check: Streaming Intelligence and Event AutomationЗадание

Module Wrap-Up and Assessment

Real-Time Intelligence Concepts RecapDIALOGUEModule Summary: Real-Time Intelligence: Data in Motion, Insights in SecondsЧтениеKnowledge Check: Real-Time Intelligence: Data in Motion, Insights in SecondsЗадание
05Security, Governance, and Administration in Microsoft Fabric23 материалов

Secure Data Access in Microsoft Fabric

Security Fundamentals in Microsoft FabricВидеоNetwork Security in FabricВидеоThe One-Pager: Decoding the Fabric Permission ModelЧтениеStatic and Dynamic Row-Level SecurityВидеоImplementing Object-Level SecurityВидеоAccessing Data Using Shortcuts in Microsoft FabricЧтениеKnowledge Check: Secure Data Access in Microsoft FabricЗадание

Administer and Monitor Microsoft Fabric

Monitoring Metrics in Microsoft FabricВидеоPerformance, Concurrency, and Capacity ManagementЧтениеMonitoring Usage Metrics and Optimizing PerformanceВидеоExploring and Governing Data using OneLake CatalogВидеоEndorsement and Security Management in OneLake CatalogВидеоIntegrating Microsoft Fabric with Azure and Other ToolsЧтение

Data Governance and Compliance in Microsoft Fabric

Introduction to Data GovernanceВидеоMicrosoft Purview: Governance & LabelsВидеоFabric Admin Pro: From Setup to ScaleЧтениеExploring Data Lineage and Impact AnalysisВидеоImplementing Data Loss Prevention (DLP) PoliciesЧтениеKnowledge Check: Data Governance and Compliance in Microsoft FabricЗадание

Module Wrap-Up and Assessment

Solidifying Fabric Security and Governance ConceptsDIALOGUEModule Summary: Security, Governance, and Administration in Microsoft FabricЧтениеKnowledge Check: Security, Governance, and Administration in Microsoft FabricЗадание
06DP-700 Exam Preparation Hub12 материалов

DP-700 Exam Strategy and Reference Framework

DP 700 Exam OutlineВидеоDP-700 Smart Strategies for Exam SuccessВидеоChoosing the Right Microsoft Fabric Data Integration StrategyЧтениеChoosing the Right Microsoft Fabric Data Store StrategyЧтениеChoosing the Right Microsoft Fabric Data Movement StrategyЧтение

DP-700: The Ultimate Exam Coverage

Implement & Manage an Analytics SolutionВидеоData Ingestion Patterns and MethodsВидеоReshape, Enrich, and Transform DataВидеоMonitor and Optimize Data WorkflowsВидеоWorkload Performance and ScaleВидео

DP-700 Exam Simulator: Mock Exam Series

Mock Exam 1ЗаданиеMock Exam 2Задание
07Course Wrap-Up and Assessment6 материалов

Course Conclusion

Practice Project: Fabric in Action: Building a Smart Healthcare Data EngineЧтениеModernizing Legacy Data Systems with Microsoft FabricDIALOGUEEnd Course Knowledge Check: Microsoft Fabric Data Engineer: DP-700 Exam PrepЗаданиеThe Unified Data Backbone: Engineering an Fabric PlatformЗаданиеCourse SummaryВидеоElevating Your Career as a Microsoft Fabric Data EngineerОбсуждение
Knowledge Check: Operationalizing ETL Processes with Dataflows Gen2Задание
Knowledge Check: Administer and Monitor Microsoft FabricЗадание