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Azure SQL Data Warehouse Synapse Analytics Service · LearnSpace
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courseraIT и технологии

Azure SQL Data Warehouse Synapse Analytics Service

Курс от Packt
Средний≈ 9.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Updated in May 2025. This course now features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you test your knowledge, challenge assumptions, and deepen your understanding as you progress through the course. Unlock the potential of cloud data warehousing with Azure Synapse Analytics. This course begins by introducing the core concepts of cloud-based warehousing, highlighting the advantages over traditional systems. You will gain insights into Synapse Analytics' unified approach to data, enabling you to manage SQL and Spark workloads with ease, all while streamlining analytics and reporting tasks. As you move through the course, you'll dive into practical applications, including demos on creating and managing dedicated SQL pools, integrating Spark for big data analysis, and leveraging serverless capabilities for efficient data processing. The course also covers the crucial aspects of cloud security, teaching you how to safeguard your data with tools like dynamic data masking and auditing. By exploring best practices in architecture, partitioning, and performance tuning, you'll understand how to optimize your data warehouse for enterprise-scale tasks. Finally, the course walks you through key data migration strategies, emphasizing the use of SSIS, PolyBase, and Data Factory. You’ll wrap up by exploring Azure’s monitoring and troubleshooting features, ensuring your Synapse deployment runs smoothly. This course not only equips you with essential technical skills but also prepares you to tackle real-world challenges in cloud-based data warehousing. This course is designed for data professionals, cloud engineers, and database administrators who are interested in building scalable, secure data warehouses using Azure Synapse Analytics. Prior knowledge of SQL and basic cloud computing concepts is recommended but not required.

Навыки, которые вы освоите

Data WarehousingData ModelingSQL Server Integration Services (SSIS)Data MigrationAzure Synapse AnalyticsExtract, Transform, LoadData PipelinesMicrosoft SQL ServersSystem ConfigurationTransact-SQLCloud ManagementCloud Computing ArchitectureMicrosoft AzureStar SchemaCloud SecurityDatabase Architecture and AdministrationData IntegrationPerformance TuningData SecurityApache Spark

Программа курса

7 модулей · 77 учебных материалов

01Course Introduction3 материалов

Course Introduction

Why You Should Buy This Course?ВидеоCourse IntroductionВидеоFull Course ResourcesЧтение
02Azure Synapse Analytics (Updated Dec 2020)18 материалов

Azure Synapse Analytics (Updated Dec 2020)

Учитесь у экспертов

Packt - Course Instructors

Преподаватель курса

Azure SQL Data Warehouse Synapse Analytics Service
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 9.6 ч

7 модулей

Язык: Английский

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

Часть программы вашего университета
IntroductionВидео
Why Warehousing in CloudВидео
Traditional Versus Modern Warehouse ArchitectureВидео
What is Synapse Analytics ServiceВидео
Demo: Create Dedicated SQL PoolВидео
Demo: Connect Dedicated SQL Pool with SSMSВидео
Demo: Create Azure Synapse Analytics Studio WorkspaceВидео
Demo: Explore Synapse Studio V2Видео
Demo: Create Dedicated SQL Pool and Spark PoolВидео
Demo: Analyze Data Using Dedicated SQL PoolВидео
Demo: Analyze Data Using Apache Spark NotebookВидео
Demo: Analyze Data Using Serverless SQL PoolВидео
Demo: Data Factory from Synapse Analytics StudioВидео
Demo: Monitor Synapse StudioВидео
Azure Synapse BenefitsВидео
Synapse Unified Experience for All Data ProfessionalsВидео
SummaryВидео
Exploring Azure Synapse AnalyticsDIALOGUE
03Data Warehouse Internals and Architecture10 материалов

Data Warehouse Internals and Architecture

IntroductionВидеоAzure Synapse MPP ArchitectureВидеоStorage and Sharding PatternsВидеоData Distribution and Distributing KeysВидеоData Types and Table TypesВидеоPartitioningВидеоBest Practices for Fact and Dimension TablesВидеоDemo - Analyze Data Distribution Before Migration to Azure SynapseВидеоSummaryВидеоUnderstanding Azure SQL Data Warehouse MPP ArchitectureDIALOGUE
04Data Migration12 материалов

Data Migration

IntroductionВидеоFive Best Practices for Data LoadВидеоDifferent Loading MethodsВидеоLoading with SSIS Versus PolyBaseВидеоDemo - Loading with SSISВидеоDemo - Loading with PolyBaseВидеоDemo Loading with Data FactoryВидеоSummaryВидеоAssignment - Lab RequestВидеоAssignment - Lab SolutionВидеоLoading Data in Azure Data WarehouseDIALOGUEAssignment 1Задание
05Security Layers9 материалов

Security Layers

IntroductionВидеоAdvance Data SecurityВидеоAuditingВидеоNetwork SecurityВидеоTransparent Data EncryptionВидеоDynamic Data MaskingВидеоAccess ManagementВидеоSummaryВидеоSecuring Azure SQL Data WarehouseDIALOGUE
06Configuring and Optimizing11 материалов

Configuring and Optimizing

IntroductionВидеоConfiguration OptionsВидеоPerforming Other Common TasksВидеоBackup and RestoreВидеоPrice OptimizationВидеоMonitoringВидеоSupport and TroubleshootingВидеоManaging WorkloadsВидеоDelete ResourceВидеоSummaryВидеоConfiguring and Optimizing Data Warehouses in Azure Synapse AnalyticsDIALOGUE
07Data Warehouse Crash Course14 материалов

Data Warehouse Crash Course

IntroductionВидеоWhat is Data WarehouseВидеоWhy We Need Data WarehouseВидеоIdeal Data Warehouse SolutionВидеоResponsibility of Data Warehouse DesignerВидеоSQL Server (OLTP) Versus Data Warehouse (OLAP)ВидеоDimensional ModellingВидеоFacts and Fact TableВидеоDimensions and Dimension TableВидеоStar Versus SnowflakeВидеоSummaryВидеоAssignment 2ЗаданиеFull Course Practice AssessmentЗаданиеFull Course Assessment Задание