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Metadata Management and Data Catalogs · LearnSpace
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courseraIT и технологии

Metadata Management and Data Catalogs

Курс от Edureka
Начальный≈ 10.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Metadata is the control plane of every modern data platform, yet most data teams treat it as an afterthought. This course changes that. You will learn how metadata governs data discovery, trust, lineage, compliance, and automation across enterprise systems, and you will build these capabilities hands-on using OpenMetadata, one of the fastest-growing open-source metadata platforms in the industry. Throughout this course, you will work directly with OpenMetadata to build business glossaries, assign data ownership, track end-to-end lineage, classify sensitive assets, query metadata via REST APIs, and measure platform adoption. Each concept is reinforced through step-by-step hands-on demonstrations that you can follow along on your own setup, pause, replicate, and practice at your own pace. By the end of this course, you’ll be able to: - Define metadata types (technical, business, operational), explain the metadata lifecycle, and identify how metadata becomes stale across modern data systems. - Navigate and operate a data catalog using OpenMetadata — including search, glossary creation, ownership assignment, and certification tagging. - Track data lineage end-to-end, perform impact analysis, and implement metadata-driven governance for regulatory compliance and sensitive data classification. - Automate metadata workflows using OpenMetadata APIs, react to metadata change events, and measure platform health and adoption at scale. This course is designed for a diverse audience: Data Engineers building or managing data pipelines, Analytics Engineers moving into platform or governance roles, Data Platform Teams operating data infrastructure, Data Governance Leads implementing governance frameworks, and Senior Analysts transitioning into platform-level responsibilities. Prior familiarity with basic SQL, data pipelines, and data warehouse concepts is recommended. Familiarity with Docker is helpful for the lab environment but not strictly required — setup instructions are provided. Take control of your organization’s metadata layer and build the skills needed to design, operate, and scale a metadata management program using OpenMetadata.

Навыки, которые вы освоите

Metadata ManagementData GovernanceApplication Lifecycle ManagementPersonally Identifiable InformationData MappingApplication Programming Interface (API)Dependency AnalysisAnalysisData ProcessingData PresentationAutomationChange ControlData CompilationDocker (Software)Data ManagementData Modeling

Программа курса

4 модулей · 80 учебных материалов

01Metadata as a Data Control Layer24 материалов

Metadata Fundamentals

Course IntroductionВидеоWelcome to Metadata Management and Data CatalogsЧтениеData, Information and Metadata DefinedВидеоMetadata in Modern Data PlatformsВидео

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Edureka

Преподаватель курса

Metadata Management and Data Catalogs
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Обучение на Coursera

≈ 10.9 ч

4 модулей

Язык: Английский

Часть программы вашего университета
Metadata Management Myths DebunkedВидео
Types of MetadataВидео
Demonstration: Exploring Database Metadata in OpenMetadata Видео
Metadata as a Control Plane: Conceptual Foundations Чтение
Practice Knowledge Check: Metadata Fundamentals Задание

Metadata Lifecycle Management

Metadata Lifecycle in Data SystemsВидеоMetadata Sources in Data ArchitecturesВидеоCauses of Metadata StalenessВидеоDemonstration: Inspecting Dataset Metadata State ВидеоDemonstration: Tracking Metadata Versions and Changes ВидеоThe Metadata Lifecycle: Creation, Decay, and Risk ЧтениеPractice Knowledge Check: Metadata Lifecycle ManagementЗадание

Data Catalog Essentials

Role of Data Catalog in Modern Data Organizations ВидеоData Catalogs, Dictionaries and Wikis Compared ВидеоEnterprise Data Catalog Components ВидеоDemonstration: Searching and Navigating the Data Catalog ВидеоAnatomy of a Modern Data Catalog ЧтениеPractice Knowledge Check: Data Catalog EssentialsЗадание

Module Wrap-Up and Assessment

Summary of Metadata as a Data Control LayerЧтениеKnowledge Check: Metadata as a Data Control LayerЗадание
02Using Metadata for Real Work26 материалов

Metadata for Data Discovery and Analytics

User Data Search Behavior and Patterns ВидеоBusiness Metadata and Shared LanguageВидеоInstalling and Running OpenMetadata Locally for Full Administrative AccessЧтениеDemonstration: Modeling Business Glossaries in Practice ВидеоDemonstration: Creating Glossary Terms in OpenMetadata ВидеоSetting Up PostgreSQL and Connecting It to OpenMetadataЧтениеDemonstration: Linking Glossaries to Data Assets ВидеоDesigning Business Glossaries That Actually Work ЧтениеPractice Knowledge Check: Metadata for Data Discovery and AnalyticsЗадание

Data Trust, Ownership, and Stewardship

Trust as a Metadata ChallengeВидеоData Ownership and Stewardship Roles ВидеоDemonstration: Evaluating Metadata Quality Signals ВидеоDemonstration: Assigning Owners and Stewards ВидеоDemonstration: Applying Certification and Tier Tags ВидеоOperationalizing Trust Through Metadata Чтение

Data Lineage and Impact Analysis

Introduction to Data Lineage ВидеоTypes of Data Lineage ВидеоRoot Causes of Data Lineage FailuresВидеоDemonstration: Viewing End-to-End Lineage ВидеоDemonstration: Performing Impact Analysis Using Lineage ВидеоLineage Models and Impact Analysis Patterns Чтение

Module Wrap-Up and Assessment

Applying Metadata for Data Discovery, Governance, and LineageDIALOGUESummary of Using Metadata for Real WorkЧтениеKnowledge Check: Using Metadata for Real WorkЗадание
03Scaling Metadata for Governance and Automation24 материалов

Metadata for Governance and Compliance

Regulatory and Sensitive Metadata ВидеоDemonstration: Applying Governance Models with Metadata ВидеоDemonstration: Classifying Sensitive Data Assets ВидеоDemonstration: Reviewing Audit and Change History ВидеоMetadata-Driven Governance and Compliance Models ЧтениеPractice Knowledge Check: Metadata for Governance and ComplianceЗадание

Active Metadata and Automation

Passive Metadata and Active Metadata ВидеоMetadata-Driven Platform Behavior ВидеоDemonstration: Viewing Operational Metadata Signals ВидеоCommand Reference for Querying Metadata via OpenMetadata APIsЧтениеDemonstration: Querying Metadata via OpenMetadata APIs ВидеоDemonstration: Reacting to Metadata Change Events Видео

Operating a Metadata Platform at Scale

Metadata Operating Models ВидеоWhy Metadata Programs Fail ВидеоMetadata Lifecycle Controls for Data GovernanceВидеоDemonstration: Analyzing Metadata Usage and Adoption ВидеоDemonstration: Measuring Metadata Platform Health ВидеоCapstone Project: Operating a Metadata Platform at Scale Видео

Module Wrap-Up and Assessment

Summary of Scaling Metadata for Governance and AutomationЧтениеKnowledge Check: Scaling Metadata for Governance and AutomationЗадание
04Course Wrap-Up and Assessment6 материалов
Practice Project: Designing and Operating a Metadata-Driven Data PlatformЧтениеArchitecting an Enterprise Metadata Governance PlatformDIALOGUEThe Case of the Invisible Data: Can You Restore Trust in the Metadata Platform?DIALOGUEEnd Course Knowledge Check: Metadata Management and Data CatalogsЗаданиеDesigning a Metadata Management and Data Catalog StrategyЗаданиеCourse SummaryВидео
Practice Knowledge Check: Data Trust, Ownership, and StewardshipЗадание
Practice Knowledge Check: Data Lineage and Impact AnalysisЗадание
From Passive to Active Metadata Systems Чтение
Practice Knowledge Check: Active Metadata and AutomationЗадание
Running Metadata as a Long-Term Platform Чтение
Practice Knowledge Check: Operating a Metadata Platform at ScaleЗадание