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所在平台: Udemy |
课程主页: https://www.udemy.com/course/deploy-dbt-with-github-actions/
课程评论：没有评论
课程名称：使用GitHub Actions部署dbt 课程概述：欢迎来到 "使用GitHub Actions部署dbt " - 您高效流线型dbt部署的权威指南。如果您希望无缝部署dbt而不必担心维护调度工具或支付dbt Cloud的费用，同时仍想享受现代版本控制系统和部署方法的好处，这门课程将非常适合您。在这门全面的迷你课程中，您将踏上一段旅程，从初始设置到开发生命周期的每一个步骤，以及如何部署您的代码。 在学习过程中，您将设置dbt Cloud作为开发环境，并了解如何在dbt Cloud中进行部署。接下来，我们将转向GitHub Actions的世界。这将使您能够自信地在本地使用dbt进行开发，并在准备就绪时，后面的课程视频将逐步指导您如何自动及按计划部署生产dbt作业。最后，我们的模块将专注于使用GitHub Actions设置CI（持续集成）dbt作业，以确保您的部署不仅高效，而且可靠、无误。 为什么要使用GitHub Actions部署dbt： 1. **无缝集成**：如果您的代码库和团队已经在GitHub上运行，使用GitHub Actions进行部署将使您无需在多个平台之间切换，提高工作流程的流畅性。 2. **细致控制**：虽然dbt Cloud为dbt部署提供了出色的界面，但GitHub Actions在部署工作流方面提供了更大的灵活性和控制，让您根据特定项目需求进行定制。 3. **灵活性**：通过GitHub Actions，您可以轻松集成其他工具和系统，使得 CI/CD 流程不仅局限于 dbt。 4. **成本效益**：对于预算有限的团队，GitHub Actions比维护专用的调度系统或订阅dbt Cloud的高级层级要更具成本效益。 5. **自动化工作流**：GitHub Actions的自动化能力允许您根据特定事件（如拉取请求或合并）触发dbt的运行和测试，其他平台通常难以实现。 6. **多功能性**：尽管像Airflow这样的工具强大且设计复杂，但并非每个dbt部署都需要这样的复杂性。GitHub Actions在简易性和深度之间取得了良好的平衡。 为什么要注册本课程： - **高效部署**：通过GitHub Actions简化您的dbt部署流程。 - **动手学习**：提供真实世界的例子和设置与部署多个环境的实践指导。 - **可靠性增强**：学习如何为您的dbt作业实施CI，确保一致且无误的部署。 - **技能提升**：掌握在数据工程和DevOps领域中需求高的关键技能。 装备自己，融合dbt的强大与GitHub Actions的灵活高效，今天就注册课程，提升您的部署能力！
What you'll learnWelcome to "Deploy dbt with Github Actions" - your definitive guide to streamlined and efficient dbt deployment. If you're looking to seamlessly deploy dbt without worrying about the hassle of maintaining an orchestration tool, or paying for dbt Cloud, but you still want the benefits of modern version control systems and deployment methodologies, this course is tailor-made for you.In this comprehensive mini-course, you'll embark on a journey that walks you through the initial setup all the way through the development lifecycle and deploying your code.As you progress, you'll set up dbt Cloud - as a development environment, and also to see how you could deploy in dbt Cloud). Then, we'll switch gears and focus on the world of GitHub Actions. This will empower you to confidently develop with dbt locally, and when you're ready, the latter videos will guide you step-by-step on deploying production dbt jobs, both on a schedule and automatically upon merges.The cherry on top? Our final module focuses on setting up a CI (Continuous Integration) dbt job with GitHub Actions, ensuring that your deployments are not just efficient, but also reliable and error-free.Why you should deploy dbt with Github ActionsWhen it comes to deploying dbt, various platforms and tools such as dbt Cloud and Apache Airflow are available. However, GitHub Actions emerges as an incredibly powerful and flexible choice for several reasons:Seamless Integration with GitHub: If your codebase and team already operate on GitHub, deploying with GitHub Actions ensures you don't have to juggle multiple platforms. This integrated approach streamlines workflows, allowing developers and data engineers to stay within one ecosystem.Granular Control: While dbt Cloud provides an excellent interface for dbt deployments, GitHub Actions offers more granular control over deployment workflows, allowing for tailored operations based on specific project requirements.Flexibility: With GitHub Actions, you can easily integrate other tools and systems in your workflow. It's not just about dbt; perhaps you want to add linters, testing suites, or any other tools into your CI/CD process.Cost-Effective: For teams operating on a budget, GitHub Actions can be more cost-effective than maintaining a dedicated orchestration system or subscribing to premium tiers of dbt Cloud.Automated Workflows: The automation capabilities in GitHub Actions mean you can trigger dbt runs and tests on specific events, such as pull requests or merges. This can be harder to achieve and often less native with other platforms.Versatility: While tools like Airflow are powerful and designed for complex workflows, not every dbt deployment demands such intricacy. GitHub Actions strikes a balance, offering both simplicity for beginners and depth for advanced users.Active Community and Updates: Given GitHub's vast community, you'll find a plethora of pre-built actions, consistent updates, and an active community ready to assist, ensuring you remain at the forefront of best practices.While dbt Cloud and orchestration tools like Airflow have their own sets of advantages, GitHub Actions offers a unique blend of control, flexibility, and integration. For teams looking to maintain a streamlined workflow with fewer platforms to manage, GitHub Actions might just be the optimal solution.Why you should enroll in this courseThis course will quickly teach you the basics you need to get your dbt project fully deployed using Github Actions. This includes:Efficient Deployment: Streamline your dbt deployment processes with the integration of GitHub Actions.Hands-on Learning: Real-world examples and practical guidance for setting up and deploying in multiple environments.Enhanced Reliability: Learn how to implement CI for your dbt jobs, ensuring consistent and error-free deployments.Skill Enhancement: Master a crucial skill set that is in high demand in the data engineering and DevOps landscapes.Equip yourself with the skills to blend the power of dbt with the flexibility and efficiency of GitHub Actions. Enroll today and elevate your deployment game!
