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Data Management and Storage in the Cloud · LearnSpace
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courseraIT и технологии

Data Management and Storage in the Cloud

Курс от Google Cloud
Начальный≈ 25 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Hi again! This is the second course of the Google Cloud Data Analytics Certificate. Get cozy with the key components of data governance, normalized and star schemas, data catalogs, and data lakehouse architecture.

Навыки, которые вы освоите

Data StorageData WarehousingGoogle Cloud PlatformQuery LanguagesData ManagementData LakesData ProcessingData AccessData GovernanceApplication Programming Interface (API)Data Storage TechnologiesData InfrastructureData ArchitectureCloud StorageNoSQLMetadata ManagementStar SchemaData QualityData IntegrationDatabase Management

Программа курса

4 модулей · 110 учебных материалов

01Introduction to data management and storage in the cloud33 материалов

Get started with data management and storage in the cloud

Introduction to Course 2ВидеоCourse 2 overviewЧтениеEric: Data analytics skills translate across industries and rolesВидеоHelpful resources and tipsЧтение

Учитесь у экспертов

Google Cloud Training

Преподаватель курса

Data Management and Storage in the Cloud
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Обучение откроется на Coursera
в новой вкладке

Обучение на Coursera

≈ 25 ч

4 модулей

Язык: Английский

Субтитры: Китайский (Тайвань), Арабский, Французский, Узбекский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Вьетнамский, Нидерландский, Корейский, Немецкий, Пушту, Русский, Тайский, Индонезийский, Шведский, Турецкий, Азербайджанский, Испанский, Дари, Хинди, Японский, Казахский, Венгерский, Польский

Часть программы вашего университета
Lab technical tipsЧтение
Explore your Course 2 scenario: TheLook eCommerceЧтение

Data storage options

Welcome to module 1ВидеоData storage and connectionsВидеоGerrit: Experience with a variety of tools can help you as an analystВидеоCommon ways to store dataВидео[Supplemental] Common data storage systemsЧтениеAI-based predictive data managementЧтениеStructured, unstructured, and semi-structured dataВидеоOverview of data lakehouse architectureЧтениеExample of a data lakehouseВидеоComparison of data warehouses and data lakehousesЧтениеTest your knowledge: Data storage optionsЗадание

Data types and organization in BigQuery

Aspects of table schemaВидеоOverview of BigQuery's schema editing abilitiesЧтениеComponents of BigQuery table schemaЧтениеComplex data types in BigQueryЧтениеIntroduction to nested data structureВидеоGuide to BigQueryЧтениеAccessing and completing labsPLUGINExplore flat and nested data types in BigQueryВнешний инструментTest your knowledge: Data types and organization in BigQueryЗадание

Batch and streaming data sources

Overview of data processing methodsВидеоBatch versus streaming data processingЧтениеIdentify different batch and streaming data sourcesВнешний инструментTest your knowledge: Batch and streaming data sourcesЗадание

Review: Introduction to data management and storage in the cloud

Wrap-upВидеоGlossary terms from module 1ЧтениеModule 1 challengeЗадание
02Key components of data organization21 материалов

Ways to organize data

Welcome to module 2ВидеоDenormalized dataВидеоNormalized and denormalized dataЧтениеTest your knowledge: Ways to organize dataЗадание

Data governance

Data governance for effective data managementВидеоMK: Risk management in a cloud-first worldВидеоComponents and objectives of data governanceЧтениеIntroduction to master data managementВидеоTest your knowledge: Data governanceЗадание

Foundations of accessible data

Introduction to data catalogsВидеоData catalog componentsЧтениеTechnical and business metadataВидеоTest your knowledge: Foundations of accessible dataЗадание

Data lakehouse architecture

Overview of data lakehouse architectureВидеоComponents of data lakehouse architectureВидеоData lakehouse implementation best practicesЧтениеExplore a LakehouseВнешний инструментTest your knowledge: Data lakehouse architectureЗадание

Review: Key components of data organization

Wrap-upВидеоGlossary terms from module 2ЧтениеModule 2 challengeЗадание
03Steps to find data21 материалов

Strategies for understanding data sources

Welcome to module 3ВидеоRyan: Curiosity can help you understand and connect dataВидеоHow to find data using BigQueryЧтениеData lineage and traceabilityВидеоKnowledge Catalog's data lineage featureЧтениеHow to use the Knowledge Catalog data lineage featureЧтениеTest your knowledge: Strategies for understanding data sourcesЗадание

Tools for sharing data

Introduction to BigQuery sharing (Analytics Hub)ВидеоBigQuery sharing enables data sharingЧтениеHow to use BigQuery sharingЧтениеTest your knowledge: Tools for sharing dataЗадание

Knowledge Catalog and BigQuery for accessing data

Data discovery, curation, and unificationВидеоOverview of Knowledge CatalogЧтениеBenefits of using Knowledge CatalogВидеоUsing Knowledge CatalogЧтениеHow to search for data with BigQueryЧтениеNavigate Knowledge CatalogВнешний инструмент

Review: Steps to find data

Wrap-upВидеоGlossary terms from module 3ЧтениеModule 3 challengeЗадание
04Techniques to access data35 материалов

Data schemas and queries in BigQuery

Welcome to module 4ЧтениеMethods for defining BigQuery table schemasВидеоAuto-detection of schemas in BigQueryЧтениеBasic SQL commands for querying dataВидео[Supplemental] SQL query termsЧтениеCompare data analytics with BigQuery and Managed Service for Apache SparkВнешний инструментTest your knowledge: Data schemas and queries in BigQueryЗадание

Integration of Google Cloud tools

Steps and models for accessing data with machine learningВидеоCloud-based machine learning can train predictive modelsЧтениеIntroduction to machine learning with Gemini Enterprise Agent Platform and BigQueryЧтениеManaged notebooksЧтениеTest your knowledge: Integration of Google Cloud toolsЗадание

Overview of data partitioning

Essentials of database partitioningВидеоBenefits of data partitioningЧтениеMethods for partitioning tablesВидеоData partitioning reduces cloud costsЧтениеCreate a partitioned tableЧтениеTest your knowledge: Overview of data partitioningЗадание

Techniques for managing partitioned tables

Strategies for querying partitioned tablesВидеоTips for interacting with partitioned tablesЧтениеManage a partitioned table in BigQueryВнешний инструментTest your knowledge: Techniques for managing partitioned tablesЗадание

Managed Service for Apache Spark for automation and improved data processing

Key processes and benefits of Managed Service for Apache SparkЧтениеHow to create a Managed Service for Apache Spark clusterЧтениеHow to manage Managed Service for Apache Spark clustersЧтениеTest your knowledge: Managed Service for Apache Spark for automation and improved data processingЗадание

Review: Techniques to access data

Wrap-upЧтениеVince and George: Interview role playВидеоInterview tip: Provide examplesЧтениеGlossary terms from module 4ЧтениеModule 4 challengeЗадание

Congratulations on completing course 2!

Course wrap-upВидеоCourse wrap-upЧтениеCourse 2 resources and citationsЧтениеGlossary terms from Course 2Чтение
Test your knowledge: Knowledge Catalog and BigQuery for accessing dataЗадание