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Data Mesh Architectures and Implementations · LearnSpace
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courseraIT и технологии

Data Mesh Architectures and Implementations

Курс от Edureka
Начальный≈ 10.6 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Welcome to the Data Mesh Architectures and Implementations course, where you'll begin a journey to acquire practical expertise in designing and deploying decentralized, domain-driven data systems. Harness the power of Data Mesh principles to transform how your organization owns, governs, and delivers data. By the end of this course, you'll be able to: - Design domain-oriented Data Mesh architectures that establish clear ownership boundaries, data product structures, and self-serve platform capabilities. - Implement federated computational governance by applying scalable policies, data quality guardrails, and compliance controls across distributed domain teams. - Build decentralized data pipelines and storage solutions using domain-owned ETL patterns, API-based data exchange, and service mesh models for enterprise reliability. - Integrate Generative AI into Data Mesh environments to deploy intelligent, LLM-powered data pipelines and AI-augmented workflows across domain-owned platforms. This course is designed for a diverse audience: data engineers, data architects, analytics engineers, and senior data professionals who are looking to build scalable, domain-driven data systems and lead modern enterprise data transformation initiatives. Prior experience with data engineering concepts such as data pipelines, cloud storage, or distributed systems is beneficial when working with Data Mesh architectures. Embark on an architectural journey to master Data Mesh and build the skills needed to design intelligent, governed, and production-ready data platforms for the modern enterprise.

Навыки, которые вы освоите

Data PipelinesGenerative AIData ArchitectureData GovernanceData StorageData ProcessingDistributed ComputingSelf Service TechnologiesCloud StorageScalabilityLLM ApplicationData ManagementData QualityData WranglingAI WorkflowsExtract, Transform, LoadData Collection

Программа курса

4 модулей · 80 учебных материалов

01Data Mesh Architecture Foundations28 материалов

Data Mesh as an Architectural Paradigm

Course IntroductionВидеоCourse SyllabusЧтениеIntroduction to Data MeshВидеоData Mesh Architecture and ToolsВидео

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Edureka

Преподаватель курса

Data Mesh Architectures and Implementations
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 10.6 ч

4 модулей

Язык: Английский

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

Часть программы вашего университета
Teams and Ownership in a Data Mesh OrganizationВидео
Data Mesh Vocabulary and Key Architectural TermsЧтение
Evolution of Modern Data ArchitectureВидео
Practice Assignment: Data Mesh Architecture and Organizational ConceptsЗадание

Domain-Oriented Data Ownership

Domain-Oriented Data Ownership in Data MeshВидеоDemonstration: Exploring Databricks ArchitectureВидеоDemonstration: Business Domains and Data Ownership BoundariesВидеоDomain Ownership Models and ResponsibilitiesЧтениеPractice Assignment: Mapping Domains to Data OwnershipЗадание

Data as a Product and Self-Serve Data Platform

Treating Data as a Product in Data MeshВидеоSelf-Serve Data Platform for Data MeshВидеоData Product Design Checklist and Ownership TemplateЧтениеDemonstration: Designing Data as a ProductВидеоDemonstration: Self-Serve Data Platform Capability MapВидеоSelf-Serve Platform Capabilities Reference GuideЧтениеPractice Assignment: Defining Platform Capabilities for Domain TeamsЗадание

Federated Computational Governance

Federated Computational Governance in Data MeshВидеоDemonstration: Federated Governance Policies and GuardrailsВидеоDemonstration: Enterprise Data Governance Federation ModelВидеоFederated Governance Models and GuardrailsЧтениеPractice Assignment: Designing Governance Rules for Data ProductsЗадание

Module Wrap-Up and Assessment

Transitioning Centralized Data Platforms to Data MeshDIALOGUEModule Summary: Foundations of Data Mesh ArchitectureЧтениеKnowledge Check: Data Mesh Architecture and Core Principles AssessmentЗадание
02Integrating GenAI with Data Mesh20 материалов

GenAI and AI Tooling in a Data Mesh Architecture

Introduction to GenAI for Modern Data PlatformsВидеоData Readiness for GenAI in a Data MeshВидеоDemonstration: Identifying AI-Ready Data Products in a Data MeshВидеоAI Capabilities Mapped to Data Mesh ComponentsЧтениеPractice Assignment: GenAI Concepts and AI Tooling in Data MeshЗадание

Integrating GenAI with Data Products and Platforms

Transforming Data Mesh with GenAIВидеоDemonstration: Integrating a GenAI Service with a Domain Data ProductВидеоDemonstration: GenAI-Powered Support Operations AnalyticsВидеоDemonstration: Connecting GenAI to a Self-Serve Data PlatformВидеоIntegration Patterns for GenAI in Data MeshЧтениеPractice Assignment: GenAI Integration Patterns and Architecture DecisionsЗадание

Real-World Use Case: GenAI-Powered Data Mesh

Business Impact of GenAI in a Data Mesh ArchitectureВидеоDemonstration: Data Discovery and Insights Before vs. After GenAI IntegrationВидеоDemonstration: Designing a GenAI-Powered Data Discovery FlowВидеоMeasuring Improvements from GenAI-Enabled Data MeshЧтениеDemonstration: Building a Retrieval-Based RAG SystemВидеоPractice Assignment: GenAI Use Case Analysis and Impact EvaluationЗадание

Module Wrap-Up and Assessment

Aligning GenAI Innovation with Data MeshDIALOGUEModule Summary: Integrating GenAI with Data MeshЧтениеKnowledge Check: GenAI Integration with Data MeshЗадание
03Enterprise-Grade Storage, Pipelines, and Data Exchange26 материалов

Data Storage Solutions in a Data Mesh

Domain-Owned Data Storage in a Data MeshВидеоDemonstration: Mapping Domain Data Products to Storage SolutionsВидеоDemonstration: Centralized vs. Domain-Owned Storage ModelsВидеоDomain-Owned Storage Patterns and Design ConsiderationsЧтениеPractice Assignment: Evaluating Storage Models for Domain Data ProductsЗадание

Data Pipelines and ETL in a Decentralized Architecture

Domain-Oriented Data Pipelines for Data MeshВидеоDemonstration: Designing a Domain-Owned ETL PipelineВидеоDemonstration: Managing Cross-Domain Data DependenciesВидеоDesigning and Operating Domain-Oriented Data PipelinesЧтениеDemonstration: Connecting BI Tools to Domain Data ProductsВидеоPractice Assignment: Modeling Decentralized ETL Pipelines and DependenciesЗадание

APIs for Decentralized Data Exchange

Exchanging Data Products Using APIs and Service MeshВидеоDemonstration: Designing APIs for Data Product AccessВидеоDemonstration: Service Mesh Patterns for Secure Data ExchangeВидеоSecurity and Compliance Patterns for Data MeshЧтениеDemonstration: Designing Consumer-Focused DashboardsВидеоDemonstration: Interactive KPI DashboardВидео

Service Mesh for Data Exchange in Data Mesh

Data Consumption and Reporting in a Data MeshВидеоManaging and Monitoring Data Quality in a Decentralized SystemВидеоDemonstration: Data Quality Monitoring Dashboard and Feedback LoopВидеоData Consumption, Quality Metrics, and Monitoring FrameworkЧтениеPractice Assignment: Data Consumption, Quality, and Monitoring ConceptsЗадание

Module Wrap-Up and Assessment

Coordinating Storage, Pipelines, and Data Exchange Across DomainsDIALOGUEModule Summary: Enterprise-Grade Storage, Pipelines, and Data ExchangeЧтениеKnowledge Check: Data Mesh Implementation AssessmentЗадание
04Course Wrap-Up and Assessment6 материалов

Course Wrap-Up and Assessment

Practice Project: GenAI-Enabled Data Mesh Architecture for Enterprise TransformationЧтениеGoverned Data Mesh TransformationDIALOGUEEnd Course Knowledge Check: Data Mesh Architecture and ImplementationsЗаданиеIntelligent Enterprise Mesh: Building a GenAI-Enabled Data Mesh ArchitectureЗаданиеCourse Summary: Data Mesh Architecture and ImplementationsВидеоDriving Organizational Transformation with Data MeshОбсуждение
Practice Assignment: Design Secure Data Access RulesЗадание