К содержимому
learnspaceYOUR NEXT CHAPTER
ПРОСТРАНСТВО ОБУЧЕНИЯ
ГлавнаяКаталог курсовМоё обучениеCoursera

Знания без границ

Учитесь у лучших университетов и компаний мира.

Открыть Coursera
Интеграция
Пространство университета
Моё пространствоСтраница курса
↵
ЯЛичный кабинетСтудент
© 2026 LearnSpaceКаждый день — возможность узнать больше.Помощь
Microsoft Azure - Data Lake · LearnSpace
Назад в каталог
courseraIT и технологии

Microsoft Azure - Data Lake

Курс от EDUCBA
Средний≈ 13.1 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Build practical skills in designing and operating analytics solutions with Microsoft Azure Data Lake through a structured, hands-on learning experience. This course introduces the fundamentals of Azure Data Lake architecture before guiding you through U-SQL scripting, scalable data processing, data aggregation, advanced query development, job monitoring, and data store management. Designed for learners who want to develop practical Azure Data Lake skills, the course combines conceptual understanding with real-world workflows. You will learn to construct and execute U-SQL scripts, process and transform data, create reusable views, functions, and stored procedures, and monitor job execution using diagnostics, job graphs, heat maps, and vertex execution views. You will also manage Azure Data Lake resources using the Azure portal, Azure CLI, PowerShell, and Visual Studio while exploring pricing models to support efficient resource planning. What makes this course unique is its end-to-end approach that connects data ingestion, processing, optimization, monitoring, and management within a single Azure Data Lake workflow. By the end of the course, you will be able to design, implement, optimize, and manage Azure Data Lake analytics solutions with greater confidence while applying practical techniques for performance tuning, automation, and cost efficiency.

Навыки, которые вы освоите

Big DataData PipelinesFile Systems

Программа курса

6 модулей · 77 учебных материалов

01Foundations of Azure Data Lake10 материалов

Getting Started with Azure Data Lake

Introduction to Azure Data LakeВидеоIntroduction to Azure Data Lake ContinueВидеоCreating Analytics AccountВидеоGetting Started with Azure Data LakeЗадание

Exploring Core Services

Учитесь у экспертов

EDUCBA

Преподаватель курса

Microsoft Azure - Data Lake
В каталоге вашей программы

Инвестируйте в себя

Новые знания — в удобное для вас время.

Начать на Coursera

Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 13.1 ч

6 модулей

Язык: Английский

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

Часть программы вашего университета
Services in Azure Data LakeВидео
Processing Data Lake StoreВидео
Exploring Core ServicesЗадание
Designing and Managing Data Workflows in Azure Data LakeDIALOGUE
Foundations of Azure Data LakeЗадание
Launching Your First Azure Data Lake EnvironmentDIALOGUE
02Mastering USQL and Data Processing10 материалов

USQL Basics and Analytics Setup

Concept of USQL LanguageВидеоDefining Analytics UnitsВидеоAdding Filter OperationВидеоUSQL Basics and Analytics SetupЗадание

USQL Data Handling Techniques

Stages of JobВидеоBrief on USQL LanguageВидеоExtracting a RowВидеоSchema on ReadВидеоUSQL Data Handling TechniquesЗаданиеMastering USQL and Data ProcessingЗадание
03Data Aggregation and File Handling9 материалов

Advanced Data Aggregation

Aggregating the DataВидеоChanging the Group ByВидеоAdvanced Data AggregationЗадание

Working with Multiple Files

Injesting Multiple FilesВидеоProcessing the Multiple FilesВидеоArranging the DataВидеоDistributing the DataВидеоWorking with Multiple FilesЗаданиеData Aggregation and File HandlingЗадание
04Advanced Query Development11 материалов

Views and Functions

Data from Data LakeВидеоChecking the Status UpdateВидеоCreating the ViewВидеоTable Valued FunctionsВидеоScript for Table Valued FunctionsВидеоViews and FunctionsЗадание

Stored Procedures and C# Integration

Creating a Store ProcedureВидеоRunning Store ProcedureВидеоHow to use Inline cSharpВидеоStored Procedures and C# IntegrationЗаданиеAdvanced Query DevelopmentЗадание
05Development and Job Monitoring19 материалов

Visual Studio and Project Management

Azure Portal to Visual StudioВидеоCreating New ProjectВидеоServices in Azure AccountВидеоVisual Studio and Project ManagementЗадание

Job Submission and Analysis

Submitting SQL JobВидеоAnalyzing the JobВидеоCreating Project FunctionВидеоMonitoring the StatusВидеоJob Submission and AnalysisЗадание

Tools for Job Insight

Job Comparison ToolВидеоUnderstanding Job GraphВидеоUnderstanding Job Graph ContinuesВидеоExecuting the Job FileВидеоConcept of Heat MapВидеоVertex Execution ViewВидеоConcept of Job Efficiency
06Data Store Management and Pricing18 материалов

Access and File Operations

Ways of Accessing Azure DataВидеоCreating Data Store AccountsВидеоConfirming Through PortalВидеоCreating a Directory StructureВидеоUploading the DataВидеоAccess and File OperationsЗадание

CLI, PowerShell, and Cost Management

Using the PowershellВидеоCommands for Azure CLIВидеоData Lake Store AccountВидеоUploading Data with Azure CLIВидеоRenaming the FileВидеоDeleting Data Lake AccountВидеоPricing of Azure Data LakeВидеоCLI, PowerShell, and Cost ManagementЗадание

Final Wrap-Up

Summary on Azure Data LakeВидеоFinal Wrap-UpЗаданиеData Store Management and PricingЗаданиеOptimizing an Azure Data Lake Analytics Job Under DeadlineDIALOGUE
Видео
Options in Diagnostics TabВидео
Tools for Job InsightЗадание
Development and Job MonitoringЗадание