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Big Data Management and Optimization · LearnSpace
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Big Data Management and Optimization

Курс от Microsoft
Средний≈ 33 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

This course focuses on the enterprise aspects of managing and optimizing big data systems. Learners will implement governance frameworks, configure security controls, and apply data protection strategies. You’ll also master performance optimization, scaling strategies, and cost management practices to ensure enterprise-grade deployments. By the end of this course, you will be able to: - Implement governance, cataloging, and lineage tracking - Configure security and compliance for big data systems - Optimize queries, caching, and workload performance - Apply scaling and cost optimization strategies in Azure Tools & Software: Microsoft Purview, Azure Active Directory, Azure Key Vault, Azure Monitor, Azure Cost Management Skills: Data governance, Security, Performance optimization, Cost management, Cloud scaling

Навыки, которые вы освоите

Metadata ManagementPerformance TuningScalabilityIdentity and Access ManagementData GovernanceData SecuritySecurity ControlsBig DataCloud ManagementIT Security ArchitectureAzure Active DirectoryEncryptionMicrosoft AzureData ManagementCloud Computing ArchitectureDisaster Recovery

Программа курса

5 модулей · 111 учебных материалов

01Data Governance Frameworks for Big Data21 материалов

Data Governance Fundamentals

Data Governance Prevents Enterprise DisastersВидеоBig Data Governance Framework DesignЧтениеBuilding Enterprise Data Governance PoliciesВидеоGovernance Strategy Development and Stakeholder AlignmentDIALOGUE

Учитесь у экспертов

Microsoft

Преподаватель курса

Big Data Management and Optimization
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Обучение на Coursera

≈ 33 ч

5 модулей

Язык: Английский

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

Часть программы вашего университета
Data Governance Framework DesignЗадание
Data Governance Fundamentals AssessmentЗадание

Metadata Management and Data Cataloging

Metadata Transforms Data Chaos into Business AssetsВидеоEnterprise Metadata Management with Microsoft PurviewЧтениеMicrosoft Purview Implementation and ConfigurationВидеоMetadata API Integration and AutomationЗаданиеMetadata Strategy Architecture and IntegrationDIALOGUEMicrosoft Purview Catalog ImplementationЗаданиеMetadata Management Implementation AssessmentЗадание

Data Quality and Lineage

Data Quality Drives Business ConfidenceВидеоData Quality and Lineage Framework ImplementationЧтениеData Quality and Lineage ConfigurationВидеоData Quality Rule Implementation and MonitoringЗаданиеData Quality Strategy and Remediation PlanningDIALOGUEData Quality and Lineage ImplementationЗаданиеData Quality and Lineage Management AssessmentЗаданиеData Governance Implementation Mastery Graded QuizЗадание
02Security Implementation for Big Data Systems22 материалов

Big Data Security Architecture

Security Architecture Prevents Catastrophic Data BreachesВидеоBig Data Security Architecture DesignЧтениеSecurity Architecture Design and ImplementationВидеоSecurity Architecture Strategy and Risk AssessmentDIALOGUESecurity Architecture DesignЗаданиеSecurity Architecture Principles AssessmentЗадание

Authentication and Authorization

Identity Management at Enterprise ScaleВидеоEnterprise Identity and Access Management for Big DataЧтениеRBAC Configuration and Management – Part 1ВидеоRBAC Configuration and Management – Part 2ВидеоIdentity Management Automation ScriptsЗаданиеAccess Control Strategy and Governance PlanningDIALOGUE

Data Protection and Privacy

Data Protection Enables Compliant InnovationВидеоData Protection and Privacy Compliance FrameworkЧтениеData Protection ImplementationВидеоData Protection Automation and ComplianceЗаданиеData Protection Strategy and Compliance PlanningDIALOGUEData Protection and Privacy ImplementationЗадание
03Performance Optimization Techniques22 материалов

Performance Analysis and Monitoring

Performance Monitoring Prevents System FailuresВидеоBig Data Performance Monitoring FrameworkЧтениеAzure Monitor and Log Analytics ConfigurationВидеоMonitoring Strategy and Performance Baseline EstablishmentDIALOGUEPerformance Monitoring ImplementationЗаданиеPerformance Monitoring and Analysis AssessmentЗадание

Query and Processing Optimization

Query Optimization Transforms User ExperienceВидеоAdvanced Query and Processing OptimizationЧтениеQuery Performance Analysis and OptimizationВидеоQuery Optimization and Performance TuningЗаданиеPerformance Tuning Strategy and MethodologyDIALOGUEQuery Optimization ImplementationЗадание

Caching and Memory Management

Caching Strategies Deliver Sub-Second PerformanceВидеоAdvanced Caching and Memory ManagementЧтениеCaching Implementation and Optimization – Part 1ВидеоCaching Implementation and Optimization – Part 2ВидеоCaching Implementation and ManagementЗаданиеCaching Architecture and Strategy DevelopmentDIALOGUE
04Scaling Big Data Systems22 материалов

Scaling Principles and Approaches

Scaling Strategies Enable Unlimited GrowthВидеоBig Data Scaling Architecture and StrategyЧтениеScaling Strategy Analysis and Planning – Part 1ВидеоScaling Strategy Analysis and Planning – Part 2ВидеоScaling Strategy Development and PlanningDIALOGUEScaling Strategy AnalysisЗаданиеScaling Principles and Strategy AssessmentЗадание

Horizontal Scaling Implementation

Horizontal Scaling Handles Internet-Scale DataВидеоHorizontal Scaling Implementation GuideЧтениеSharding and Distribution ImplementationВидеоSharding and Load Balancing ConfigurationЗаданиеHorizontal Scaling Architecture and OptimizationDIALOGUEHorizontal Scaling ImplementationЗадание

Automatic Scaling and Elasticity

Auto-scaling Delivers Responsive and Cost-Effective SystemsВидеоAuto-scaling and Elasticity FrameworkЧтениеAuto-scaling Configuration and ManagementВидеоAuto-scaling Policy Implementation and MonitoringЗаданиеAuto-scaling Strategy and Cost OptimizationDIALOGUEAuto-scaling ImplementationЗадание
05Enterprise Big Data Best Practices and Case Studies24 материалов

Operational Excellence for Big Data

Operational Excellence Ensures Business ContinuityВидеоEnterprise Big Data Operations FrameworkЧтениеOperational Framework ImplementationВидеоInfrastructure-as-Code and Automation ScriptsЗаданиеOperational Strategy and Continuous ImprovementDIALOGUEOperational Excellence ImplementationЗаданиеOperational Excellence Practices AssessmentЗадание

Cost Management and Optimization

Cost Optimization Maximizes Big Data ROIВидеоEnterprise Big Data Cost ManagementЧтениеCost Analysis and Optimization Implementation – Part 1ВидеоCost Analysis and Optimization Implementation – Part 2ВидеоCost Management Automation and ReportingЗаданиеCost Optimization Strategy and ROI PlanningDIALOGUE

Enterprise Case Studies and Patterns

Learning from Enterprise Big Data Success StoriesВидеоEnterprise Big Data Case Study AnalysisЧтениеCase Study Deep Dive and Pattern Analysis – Part 1ВидеоCase Study Deep Dive and Pattern Analysis – Part 2ВидеоCase Study Analysis and Application PlanningDIALOGUECase Study Analysis and ApplicationЗадание
RBAC Implementation and ManagementЗадание
Identity and Access Management AssessmentЗадание
Data Protection and Privacy Compliance AssessmentЗадание
Big Data Security Implementation Mastery Graded QuizЗадание
Query and Processing Optimization AssessmentЗадание
Caching Strategy ImplementationЗадание
Caching and Memory Optimization AssessmentЗадание
Performance Optimization Mastery Graded QuizЗадание
Horizontal Scaling Implementation AssessmentЗадание
Auto-scaling and Elasticity Management AssessmentЗадание
Scaling Strategy Implementation Mastery Graded QuizЗадание
Cost Optimization ImplementationЗадание
Cost Management and Optimization AssessmentЗадание
Enterprise Patterns and Best Practices AssessmentЗадание
Enterprise Big Data Management Mastery Graded QuizЗадание
Course Project: Enterprise Big Data Platform OptimizationЗадание