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Learn Microsoft Fabric · LearnSpace
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Learn Microsoft Fabric

Курс от Packt
Средний≈ 9.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course provides a comprehensive guide to Microsoft Fabric, focusing on building scalable, secure, and AI-driven data solutions. It covers essential tools and techniques for modern data analytics, helping professionals harness the power of Microsoft Fabric. By integrating Copilot, the course enhances developers' productivity while tackling real-world data use cases. Learners will build complete data analytics systems, from data integration to transformation and visualization. With hands-on, scenario-based tutorials, the course prepares students to create systems for lakehouses, data warehouses, real-time analytics, and data science. The course blends theoretical concepts with practical applications, ensuring learners gain real-world experience in building future-ready data solutions. Key features include learning through real-world examples and understanding how to monitor, manage, and secure data environments. Designed for data professionals with a basic understanding of SQL and Spark, this course helps analysts, engineers, scientists, and developers advance their skills in AI-driven analytics. Based on the book, Learn Microsoft Fabric, by Arshad Ali and Bradley Schacht.

Навыки, которые вы освоите

Microsoft CopilotPower BIMicrosoft Power PlatformData WarehousingData GovernanceData LakesData ValidationData ModelingData ScienceSecurity ManagementData InfrastructureData AnalysisReal Time DataData ArchitectureDatabase DevelopmentSecurity ControlsApache SparkSecurity StrategyMicrosoft AzureData Integration

Программа курса

11 модулей · 62 учебных материалов

01Overview of Microsoft Fabric and Understanding Its Different Concepts6 материалов

Lesson 1

Course Overview VideoВидеоOverview of Microsoft Fabric and Understanding Its Different Concepts - Overview VideoВидеоIntroductionЧтениеSaaSЧтение

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Packt - Course Instructors

Преподаватель курса

Learn Microsoft Fabric
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Новые знания — в удобное для вас время.

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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 9.3 ч

11 модулей

Язык: Английский

Часть программы вашего университета
Open FormatЧтение
Exploring Microsoft Fabric FundamentalsЗадание
02Understanding Different Workloads and Getting Started with Microsoft Fabric12 материалов

Lesson 1

Understanding Different Workloads and Getting Started with Microsoft Fabric - Overview VideoВидеоIntroductionЧтениеData FactoryЧтениеDataflow Gen2ЧтениеPowered by Apache SparkЧтениеPractice: Design a Fabric Analytics SolutionDIALOGUEVS Code IntegrationЧтениеCombining the Lakehouse and Data WarehouseЧтениеData ScienceЧтениеReal-Time AnalyticsЧтениеPower BIЧтениеExploring Microsoft Fabric Workloads and Data ManagementЗадание
03Building an End-to-End Analytics System Lakehouse8 материалов

Lesson 1

Building an End-to-End Analytics System Lakehouse - Overview VideoВидеоIntroductionЧтениеStorageЧтениеTransformationЧтениеIncremental Data LoadЧтениеCreating Business Aggregates for the Gold ZoneЧтениеAnalyzeЧтениеData Architecture and Lakehouse FundamentalsЗадание
04Building an End-to-End Analytics System Data Warehouse6 материалов

Lesson 1

Building an End-to-End Analytics System Data Warehouse - Overview VideoВидеоIntroductionЧтениеCreating a Data WarehouseЧтениеLoading Data Using T-SQLЧтениеAnalyzing Data with Power BIЧтениеBuilding an End-to-End Analytics SystemЗадание
05Building an End-to-End Analytics System Real-Time Analytics3 материалов

Lesson 1

Building an End-to-End Analytics System Real-Time Analytics - Overview VideoВидеоBuilding an End-to-End Analytics System Real-Time Analytics - The ReadingЧтениеReal-Time Analytics FundamentalsЗадание
06Building an End-to-End Analytics System Data Science7 материалов

Lesson 1

Building an End-to-End Analytics System Data Science - Overview VideoВидеоIntroductionЧтениеData and Storage Creating a Lakehouse and Ingesting Data Using Apache SparkЧтениеData PreprocessingЧтениеTrainingЧтениеAnalyzing and Getting InsightsЧтениеBuilding an End-to-End Analytics SystemЗадание
07Monitoring Overview and Monitoring Different Workloads3 материалов

Lesson 1

Monitoring Overview and Monitoring Different Workloads - Overview VideoВидеоMonitoring Overview and Monitoring Different Workloads - The ReadingЧтениеMonitoring Workloads and System PerformanceЗадание
08Administering Fabric4 материалов

Lesson 1

Administering Fabric - Overview VideoВидеоIntroductionЧтениеManaging Spark Job ConfigurationsЧтениеAdministering Fabric: Key Concepts and ConfigurationsЗадание
09Security and Governance Overview5 материалов

Lesson 1

Security and Governance Overview - Overview VideoВидеоIntroductionЧтениеSecuring Microsoft Fabric Workspaces and ItemsЧтениеItem-level PermissionsЧтениеSecurity and Governance FundamentalsЗадание
10Continuous Integration and Continuous Deployment (CI/CD)4 материалов

Lesson 1

Continuous Integration and Continuous Deployment (CI/CD) - Overview VideoВидеоIntroductionЧтениеCreating and Executing a Deployment PipelineЧтениеContinuous Integration and Deployment FundamentalsЗадание
11Overview of AI Assistance and Copilot Integration4 материалов

Lesson 1

Overview of AI Assistance and Copilot Integration - Overview VideoВидеоIntroductionЧтениеCopilot in Data FactoryЧтениеAI Assistance in Data Analysis and VisualizationЗадание