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Automate Data Deployments with CI/CD Pipelines · LearnSpace
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Automate Data Deployments with CI/CD Pipelines

Курс от Coursera
Начальный≈ 1.9 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

Transform your data deployment process from manual to automated with enterprise-grade CI/CD pipelines. In today's fast-paced data environment, manual deployments are error-prone, time-consuming, and simply unsustainable at scale. This Short Course was created to help data management and engineering professionals accomplish seamless, reliable data pipeline deployments through automation. By completing this course, you'll be able to configure GitHub Actions workflows that automatically run unit tests, build Docker images, push to registries, and trigger production deployments - skills you can implement immediately in your next project. You'll master the essential automation techniques that separate junior practitioners from seasoned professionals who build production-grade data systems. By the end of this course, you will be able to: Apply CI/CD pipelines to promote data pipeline artifacts between environments safely and reliably This course is unique because it focuses specifically on data pipeline deployment automation, bridging the gap between traditional software CI/CD practices and the unique requirements of data engineering workflows. To be successful in this project, you should have a background in basic data pipeline concepts, familiarity with Git version control, and understanding of Docker fundamentals.

Навыки, которые вы освоите

Data PipelinesContinuous DeploymentData ValidationCI/CDSystem MonitoringContinuous MonitoringIT AutomationSoftware EngineeringApplication DeploymentGitHubAzure DevOpsContinuous IntegrationContainerizationVerification And ValidationDocker (Software)

Программа курса

2 модулей · 14 учебных материалов

01Module 1: CI/CD Pipeline Fundamentals6 материалов
Why Automated Deployments Transform Data OperationsВидеоCI/CD Pipeline Architecture for Data SystemsВидеоEssential CI/CD Tools and Technologies for Data TeamsЧтениеSetting Up Your First GitHub Actions WorkflowВидео

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Преподаватель курса

Automate Data Deployments with CI/CD Pipelines
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Обучение на Coursera

≈ 1.9 ч

2 модулей

Язык: Английский

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

Часть программы вашего университета
Exploring CI/CD Implementation ScenariosDIALOGUE
CI/CD Pipeline Fundamentals Knowledge CheckЗадание
02Module 2: Automated Data Deployment8 материалов
Synthesizing CI/CD Pipeline Implementation for Production Data SystemsDIALOGUEEnterprise Data Deployment Challenges and Automation SolutionsЧтениеAdvanced GitHub Actions for Production DeploymentsВидеоMonitoring and Validation Strategies for Automated DeploymentsЧтениеBuilding Complete GitHub Actions Deployment PipelineВидеоAutomated Data Pipeline Deployment with GitHub ActionsЛабораторнаяAdvanced Data Deployment Automation Knowledge CheckЗаданиеComprehensive CI/CD Pipeline Implementation AssessmentЗадание