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Microsoft Fabric: Architecture, Data Lakes and Ingestion · LearnSpace
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courseraIT и технологии

Microsoft Fabric: Architecture, Data Lakes and Ingestion

Курс от Packt
Средний≈ 5.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

In this course, you'll explore Microsoft Fabric’s core architecture, including its data lakes and ingestion capabilities. This hands-on course is designed to give you a deep understanding of how to leverage Fabric's architecture to streamline data management and analysis. You'll be introduced to key concepts such as the OneLake environment and its role in unifying data, enabling efficient analysis and reporting. As you progress, you'll gain practical skills in ingesting data into Microsoft Fabric and organizing it across Lakehouses and data warehouses. You'll walk through the process of transforming raw data into actionable insights while exploring the power of Fabric’s analytics engine. By the end, you'll be equipped to integrate data seamlessly and build the foundation for complex data workflows. This course combines theoretical insights with real-world applications, providing you with the tools to navigate Microsoft Fabric’s ecosystem and build data solutions that are scalable and efficient. The practical exercises ensure that you understand not only how to use the platform but also how to apply it to your specific needs. Ideal for professionals aiming to work with Microsoft Fabric, this course is suited for those familiar with data management or looking to deepen their knowledge of modern cloud-based platforms. It is highly recommended for individuals involved in data engineering, data science, or cloud solutions development. This course is part one of a three-course Specialization designed to provide a comprehensive learning pathway in this subject area. While it delivers standalone value and practical skills, learners seeking a more integrated and in-depth progression may benefit from completing the full Specialization.

Навыки, которые вы освоите

Extract, Transform, LoadData IntegrationData WarehousingData TransformationData GovernanceData PipelinesPython ProgrammingData StoreData SecurityData ManagementMachine LearningDataflowData AnalysisData InfrastructureData LakesPower BIData Architecture

Программа курса

5 модулей · 45 учебных материалов

01Introduction7 материалов

Unifying Data: Navigating Microsoft Fabric’s Architecture and Capabilities

OverviewВидеоIntroductionЧтениеThe Principles of Microsoft FabricЧтениеThe Architecture of FabricЧтение

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Packt - Course Instructors

Преподаватель курса

Microsoft Fabric: Architecture, Data Lakes and Ingestion
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 5.1 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Partner ExperiencesЧтение
Fabric for Power BI UsersЧтение
Exploring Microsoft Fabric FundamentalsЗадание
02Getting started with Fabric7 материалов

Building Your First Data Solutions in Microsoft Fabric

OverviewВидеоIntroductionЧтениеNavigating Microsoft FabricЧтениеOrganizing in Microsoft FabricЧтениеCreating Your First Fabric ElementsЧтениеCreating a Report to Show Quantities Over TimeЧтениеFoundations of Microsoft FabricЗадание
03From Lakehouse to First Analysis11 материалов

Building and Analyzing Unified Data Architectures in Microsoft Fabric

OverviewВидеоIntroductionЧтениеData LakeЧтениеData Storage in FabricЧтениеUnifying DataЧтениеThe Lakehouse in Microsoft FabricЧтениеManaging Security and SharingЧтениеInitial AnalysisЧтениеManually Creating a ReportЧтениеHub and SpokeЧтениеData Storage and Analysis FundamentalsЗадание
04Unifying Data in OneLake10 материалов

Mastering Data Organization and Governance in OneLake

OverviewВидеоIntroductionЧтениеOrganization Strategies for a Data LakeЧтениеImplementing a Data Mesh Approach through Microsoft FabricЧтениеOrganizing Data by Functional Domain in FabricЧтениеData Structuring within OneLakeЧтениеThe Structuring of Data in OneLakeЧтениеGovernance and File Security in FabricЧтениеData Governance in OneLakeЧтениеData Integration and Governance in Microsoft FabricЗадание
05Ingesting Data into Fabric10 материалов

Mastering Data Integration: From Batch Loads to Real-Time Streams in Fabric

OverviewВидеоIntroductionЧтениеModes of Data IngestionЧтениеThe Gateways (Data Gateway)ЧтениеIngesting Data with Dataflow Gen2ЧтениеIngesting Data with PipelinesЧтениеLive Data Integration into a Fabric WarehouseЧтениеIngesting Data Real-TimeЧтениеData Ingestion with Apache AirflowЧтениеData Ingestion and Processing in FabricЗадание