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Microsoft Fabric Analytics Engineer: DP-600 Exam Prep · LearnSpace
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Microsoft Fabric Analytics Engineer: DP-600 Exam Prep

Курс от Edureka
Средний≈ 23.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Microsoft Fabric represents a paradigm shift in enterprise analytics, unifying data engineering, data warehousing, and business intelligence into a single, cohesive SaaS ecosystem. This course is your definitive guide to mastering that ecosystem, moving beyond theoretical concepts to the practical implementation required to earn the Fabric Analytics Engineer Associate certification. As a Fabric Analytics Engineer Associate, you are expected to demonstrate subject matter expertise in designing, building, and deploying enterprise-scale analytics solutions while confidently querying and analyzing data using SQL, KQL, and DAX. This program is purpose-built to help you master those competencies with clarity and precision. You will navigate the full Microsoft Fabric ecosystem, including OneLake, Lakehouse, Warehouse, Apache Spark, Data Factory, Dataflows Gen2, Real-Time Intelligence, Semantic Models, and Power BI. The course emphasizes how these components integrate into a unified, high-performance analytics architecture. From orchestrating robust data ingestion pipelines and Spark transformations to structuring Medallion architectures powered by Delta Lake, you will develop scalable data foundations. You will then advance into analytical engineering, implementing T-SQL in Warehouses, designing real-time intelligence solutions using Eventhouse and KQL, and building optimized semantic models using advanced DAX techniques. Beyond implementation, the course reinforces enterprise-grade standards. You will configure security frameworks, including RLS and OLS, integrate governance through Microsoft Purview, monitor capacity and performance metrics, and align deployments with compliance and operational best practices. By the end of this course, you will be equipped to: - Design enterprise-grade analytics architectures using Microsoft Fabric components. - Develop scalable data ingestion and transformation workflows across Lakehouse, Warehouse, Spark, and Real-Time workloads. - Analyze data using SQL, KQL, and DAX in structured and streaming environments. - Construct optimized semantic models using appropriate storage and performance strategies. - Implement security and governance frameworks aligned with enterprise standards. Designed for analytics engineers, data professionals, and BI architects seeking to validate and elevate their expertise, this course blends certification precision with real-world architectural depth. Elevate your capabilities. Prove your readiness. Become a certified Microsoft Fabric Analytics Engineer.

Навыки, которые вы освоите

Data PipelinesApache SparkPerformance TuningData GovernancePower BIData Analysis Expressions (DAX)Warehouse ManagementSecurity EngineeringReal Time DataDataflowApplication DeploymentSQLData ScienceMicrosoft AzureData WarehousingData ManagementBusiness AnalyticsWorkflow ManagementArtificial Intelligence and Machine Learning (AI/ML)System Monitoring

Программа курса

7 модулей · 146 учебных материалов

01Getting Started with Microsoft Fabric27 материалов

Introduction to Microsoft Fabric

Course IntroductionВидеоWelcome to DP-600: Implementing Analytics Solutions Using Microsoft FabricЧтениеWhat is Microsoft Fabric?ВидеоThe Evolution of Analytics: Why Microsoft Fabric MattersЧтение

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Edureka

Преподаватель курса

Microsoft Fabric Analytics Engineer: DP-600 Exam Prep
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Обучение на Coursera

≈ 23.1 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

What is a Lakehouse?ВидеоSetting Up and Managing WorkspacesВидеоCreating and Ingesting Data into a LakehouseВидеоQuerying Lakehouse Tables Using the SQL Analytics EndpointВидеоKnowledge Check: The Modern Lakehouse: From Foundation to QueryЗадание

Processing Data with Apache Spark & Delta Tables

Apache Spark OverviewВидеоApache Spark Runtime, Pool Customization, and Workspace Spark Settings ЧтениеDelta Lake Unlocked: Building Reliable Data PlatformsВидеоBuilding and Automating Spark Workloads with Microsoft FabricЧтениеData Exploration Using DataFramesВидеоTransforming Data and Managing Delta TablesВидеоQuerying Delta Tables Using Spark and SQLВидеоUsing Delta Tables for Streaming Data with Spark Structured StreamingЧтениеVisualizing data using Apache SparkВидеоKnowledge Check: Processing Data with Apache Spark & Delta TablesЗадание

Module Wrap-Up and Assessment

Revisiting Microsoft Fabric FundamentalsDIALOGUEModule Summary: Getting Started with Microsoft FabricЧтениеKnowledge Check: Getting Started with Microsoft FabricЗадание
02Architecting Data Solutions with Data Factory22 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 Gen2ВидеоIntegrating Dataflows Gen2 with Pipelines in Microsoft FabricВидеоCopilot in Microsoft Fabric: Data Factory WorkloadЧтениеKnowledge Check: Operationalizing ETL Processes with Dataflows Gen2Задание

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
03Mastering Fabric: Data Warehousing, Real-Time Analytics, and Data Science33 материалов

Beyond Tables: Building Analytics-Ready Warehouses

Introduction to Data WarehouseВидеоPower Up Your Analytics: Choosing Between Fabric Warehouse and LakehouseЧтениеArchitectural Framework of Microsoft Fabric Data WarehouseВидеоDimensional Modeling in Microsoft Fabric Data WarehouseВидеоDesigning and Managing Warehouse TablesВидеоQuerying Data from a Fabric Warehouse Using T-SQLВидеоUnified Data Analysis with Microsoft Fabric WarehousesВидеоPowering Analytics with Semantic Models from warehouseВидеоKnowledge 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

Real-Time Intelligence: Data in Motion, Insights in Seconds

Real-Time Analytics in FabricВидеоFrom Eventstream to Eventhouse: Real-Time Data ProcessingВидеоA Unified Platform for Streaming, AI, and AutomationЧтениеQuerying data in a KQL DatabaseВидеоAutomate Data Processing With Management CommandsВидеоCreating a Real-Tme Dashboard - IВидео

Data Science at Scale with Microsoft Fabric

Data Science Experience in FabricВидеоData Preparation using Data WranglerВидеоIntegrating Fabric ML Models with Other ServicesЧтениеTraining and Tracking Machine Learning ModelsВидеоAI-Driven Data Science Features in Microsoft FabricЧтениеKnowledge Check: Data Science at Scale with Microsoft FabricЗадание

Module Wrap-Up and Assessment

Connecting Data Warehousing, Streaming, and Data ScienceDIALOGUEModule Summary: Mastering Fabric: Data Warehousing, Real-Time Analytics, and Data ScienceЧтениеKnowledge Check: Mastering Fabric: Data Warehousing, Real-Time Analytics, and Data ScienceЗадание
04Semantic Layer Engineering for Business Intelligence24 материалов

The Fundamentals of Semantic Modeling

The Role of Semantic Models in Microsoft FabricВидеоIntroduction to DAX for Fabric Semantic ModelsВидеоDAX Essentials for Microsoft FabricВидеоBuilding a Semantic Model in FabricВидеоCreating Calculated Columns and TablesВидеоIntroduction to MeasuresВидеоAdvanced DAX Function Categories for Semantic ModelsЧтениеKnowledge Check: The Fundamentals of Semantic ModelingЗадание

Semantic Relationships Calculations and Reporting

Choosing a Storage Mode in Semantic ModelsЧтениеManaging Relationships in a Semantic ModelsВидеоExploring Dynamic Calculation ElementsВидеоBuilding Reports and Paginated Reports in FabricВидеоPublishing Reports to Fabric and Configuring DashboardsВидеоModel Health and Preparing Semantic Models for AI in FabricЧтение

Optimizing and Managing Power BI Assets

Scalable Power BI Reporting with Reusable AssetsВидеоPower BI Deployment Pipelines & XMLA Semantic Model Management ЧтениеArchitecting High-Performance Solutions in FabricВидеоOptimizing reports Using Performance AnalyzerВидеоCreate and Manage AggregationsЧтениеKnowledge Check: Optimizing and Managing Power BI AssetsЗадание

Module Wrap-Up and Assessment

Consolidating Advanced Data Modeling ConceptsDIALOGUEModule Summary: Semantic Layer Engineering for Business IntelligenceЧтениеKnowledge Check: Semantic Layer Engineering for Business IntelligenceЗадание
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 Fabric ЧтениеKnowledge 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

From Policy to Enforcement in Fabric AdministrationDIALOGUEModule Summary: Security, Governance, and Administration in Microsoft FabricЧтениеKnowledge Check: Security, Governance, and Administration in Microsoft FabricЗадание
06DP-600 Exam Preparation Hub11 материалов

DP-600 Exam Strategy and Reference Framework

DP 600 Exam OutlineВидеоDP-600: 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-600: The Ultimate Exam Coverage

DP-600 Sample Questions: Security, Governance & Lifecycle ManagementВидеоDP-600 Sample Questions: Data Ingestion & Architecture DecisionsВидеоDP-600 Sample Questions: Data Transformation & QueryingВидеоDP-600 Sample Questions: Semantic Models & Performance OptimizationВидео

DP-600 Exam Simulator: Mock Exam Series

Mock Exam 1ЗаданиеMock Exam 2Задание
07Course Wrap-Up and Assessments6 материалов

Course Conclusion

Practice Project: Building an End-to-End Analytics Platform with Microsoft FabricЧтениеYour Pre-Exam Certification MentorDIALOGUEEnd Course Knowledge Check: Microsoft Fabric Analytics Engineer: DP-600 Exam PrepЗаданиеData to Decisions: Engineering a Unified Fabric Analytics PlatformЗаданиеCourse SummaryВидеоStepping Forward as a Fabric Analytics ProfessionalОбсуждение
Creating a Real-Tme Dashboard - IIВидео
Operationalizing Real-Time Data Using ActivatorВидео
Knowledge Check: Real-Time Intelligence: Data in Motion, Insights in SecondsЗадание
Knowledge Check: Semantic Relationships Calculations and ReportingЗадание
Knowledge Check: Administer and Monitor Microsoft FabricЗадание