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
Fundamentals of Big Data with Microsoft Azure · LearnSpace
Назад в каталог
courseraАнализ данных

Fundamentals of Big Data with Microsoft Azure

Курс от Microsoft
Средний≈ 27.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This foundational course introduces learners to key concepts in big data, cloud computing principles, and Microsoft Azure technologies. Learners will understand the characteristics of big data, explore the big data ecosystem within Azure, and gain practical experience with key tools, including Azure services and Databricks. The course includes cost comparisons between major cloud providers and introduces key concepts in cluster computing. Course Learning Objectives By the end of this course, you will be able to: - Explain the fundamental concepts and characteristics of big data - Describe cloud computing principles and their relevance to big data solutions - Navigate and utilize the Microsoft Azure platform for big data workloads - Understand cluster computing concepts and implement basic Azure Databricks clusters - Compare costs across major cloud providers (Azure, AWS, GCP) for big data scenarios - Set up and configure basic resources in Azure for big data implementations

Навыки, которые вы освоите

Microsoft AzureBig DataCloud ComputingAzure Synapse AnalyticsDistributed ComputingCloud PlatformsDatabricksCloud StorageAnalyticsPublic CloudData ProcessingData LakesData IntegrationMulti-CloudScalability

Программа курса

5 модулей · 98 учебных материалов

01Introduction to Big Data Concepts15 материалов

Understanding Big Data Fundamentals

Why Big Data Matters in Today's WorldВидеоThe Five V's of Big DataЧтениеBig Data in Action: Real-World StoriesЧтениеAnalyzing Your Organization's Data LandscapeDIALOGUE

Учитесь у экспертов

Microsoft

Преподаватель курса

Fundamentals of Big Data with Microsoft Azure
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

≈ 27.3 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Big Data Fundamentals AssessmentЗадание

Big Data Challenges and Opportunities

From Challenge to Competitive AdvantageВидеоBig Data Challenges and Business OpportunitiesЧтениеAssessing Your Organization's Challenge-Opportunity LandscapeDIALOGUEBig Data Challenge-Opportunity AnalysisЗаданиеChallenges and Opportunities AssessmentЗадание

Big Data Applications Across Industries

Big Data Success Stories That Changed IndustriesВидеоIndustry-Specific Big Data ApplicationsЧтениеFinding Big Data Opportunities in Your FieldDIALOGUEIndustry Applications AssessmentЗадание Big Data Concepts Mastery AssessmentЗадание
02Cloud Computing for Big Data19 материалов

Cloud Computing Fundamentals

Why Cloud Computing Transformed Big DataВидеоCloud Service Models for Big DataЧтениеMapping Big Data Solutions to Cloud ModelsВидеоChoosing the Right Cloud Model for Your NeedsDIALOGUECloud Service Model Decision Matrix ЗаданиеCloud Models Understanding AssessmentЗадание

Cloud vs. On-Premises for Big Data

The Great Migration: From On-Premises to CloudВидеоOn-Premises vs. Cloud Big Data SolutionsЧтениеEvaluating Migration ScenariosВидеоPlanning Your Big Data Infrastructure StrategyDIALOGUEInfrastructure Comparison AnalysisЗаданиеCloud vs. On-Premises Decision Factors AssessmentЗадание

Cloud Capabilities for Big Data

Cloud Superpowers for Big DataВидеоEssential Cloud Capabilities for Big DataЧтениеCloud Architecture Principles for Scalable Big Data SolutionsЧтениеDesigning Scalable Cloud ArchitectureВидеоOptimizing Cloud Capabilities for Your Use CaseDIALOGUECloud Capabilities Application AssessmentЗадание
03Microsoft Azure Platform for Big Data21 материалов

Azure Portal and Services Overview

Your Gateway to Enterprise Big DataВидеоNavigating the Azure Big Data EcosystemЧтениеAzure Software, Pricing, and SetupЧтениеAzure Portal Tour for Big Data ProfessionalsВидеоPersonalizing Your Azure ExperienceDIALOGUEAzure Portal ExplorationЗаданиеAzure Platform Familiarity AssessmentЗадание

Azure Resource Management

Organizing for Success in AzureВидеоAzure Resource Management FundamentalsЧтениеCreating and Managing Azure ResourcesВидеоBasic Azure CLI CommandsЗаданиеEstablishing Your Resource StrategyDIALOGUEResource Management PracticeЗадание

Microsoft Big Data Services Overview

The Microsoft Big Data AdvantageВидеоMicrosoft Big Data Services PortfolioЧтениеService Selection for Big Data ScenarioВидеоBuilding Your Microsoft Big Data ToolkitDIALOGUEService Mapping ExerciseЗаданиеMicrosoft Services Application AssessmentЗадание
04Introduction to Azure Databricks and Clusters21 материалов

Cluster Computing Concepts

Breaking Down Big ProblemsВидеоFundamentals of Cluster ComputingЧтениеVisualizing Distributed ProcessingВидеоUnderstanding Your Processing NeedsDIALOGUECluster Architecture AnalysisЗаданиеCluster Computing Principles AssessmentЗадание

Azure Databricks Fundamentals

Databricks: Where Data Teams CollaborateВидеоAzure Databricks Platform OverviewЧтениеSetting Up Your First Databricks WorkspaceВидеоBasic Databricks OperationsЗаданиеPlanning Your Databricks ImplementationDIALOGUEDatabricks Workspace SetupЗаданиеDatabricks Platform Understanding AssessmentЗадание

Managing Databricks Clusters

Right-Sizing Your Big Data EngineВидеоDatabricks Cluster Configuration GuideЧтениеCreating and Configuring Production Clusters in AzureВидеоDatabricks Cluster ConfigurationЗадание Optimizing Cluster Performance and CostDIALOGUECluster Configuration PracticeЗадание
05Cost Management and Cloud Provider Comparisons22 материалов

Azure Pricing Models for Big Data

The True Cost of Big Data in the CloudВидеоAzure Big Data Pricing Deep DiveЧтениеUsing Azure Pricing Calculator EffectivelyВидеоAzure Cost Estimation and MonitoringЗаданиеBuilding Your Cost Estimation SkillsDIALOGUE Big Data Solution Cost EstimationЗаданиеAzure Pricing Mastery AssessmentЗадание

Cloud Provider Cost Comparisons

The Great Cloud Cost ComparisonВидеоMulti-Cloud Cost Analysis FrameworkЧтениеBuilding Fair Cost ComparisonsВидеоStrategic Cloud Provider SelectionDIALOGUEMulti-Cloud Cost AnalysisЗаданиеCross-Platform Cost Comparison AssessmentЗадание

Cost Optimization Strategies

Optimization Strategies That Save MillionsВидеоAdvanced Cost Optimization TechniquesЧтениеImplementing Cost Controls in AzureВидеоDeveloping Your Cost Optimization PlanDIALOGUECost Optimization Strategy DevelopmentЗаданиеOptimization Strategy Application AssessmentЗадание
Cloud Computing for Big Data Mastery AssessmentЗадание
Resource Management Concepts AssessmentЗадание
Azure Platform Proficiency AssessmentЗадание
Cluster Management Best Practices AssessmentЗадание
Databricks and Cluster Computing Mastery AssessmentЗадание
Cost Management and Optimization Expertise AssessmentЗадание
Big Data Solution Design with Cloud Cost Analysis AssessmentЗадание
Big Data Solution Design with Cloud Cost Analysis - ProjectЗадание