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所在平台: Udemy |
课程主页: https://www.udemy.com/course/master-dbt-core-fundamentals-part-1-2024/
课程评论：没有评论
课程名称：dbt Bootcamp（核心与云）：初学者到专业人士 课程概述： 本课程旨在帮助学员全面掌握数据分析工作流程中的dbt（数据构建工具），通过实践性学习，彻底改变数据的转换和建模方式。 课程亮点： - **打下坚实基础**：深入理解dbt的核心概念，包括模型、快照、种子和测试，学习如何高效且可维护地结构化dbt项目。 - **高效数据转换**：掌握使用dbt进行高效和可扩展的数据转换技巧，探索高级技术，优化查询，并应用最佳实践以确保分析质量。 - **数据质量保障**：了解数据测试和验证在分析流程中的重要性，培养创建和执行测试的技能，确保转换数据的完整性和准确性。 - **协作开发**：提升团队协作分析开发技能，顺畅与团队成员协作，使用版本控制管理代码更改，并创造有影响力的文档以增强团队合作。 - **实践练习**：通过实践练习和真实场景应用所学知识，在dbt环境中获得实际经验，增强学习成效，提升分析能力。 适合人群： - 数据分析师、数据科学家和商业智能专业人士 - 数据工程师和数据库管理员 - 分析经理及团队主管 - SQL从业者及分析初学者 先决条件： - 基础SQL知识 - 对数据概念的了解 - 数据仓库的理解（非强制） - 基本命令行接口（CLI）技能（有用） 课程成果： 完成课程后，学员将掌握将原始数据转化为可行见解的技能，能够高效地在团队环境中协作，确保分析数据的质量和可靠性。加入“dbt核心基础部分1”课程，提升你的数据转化技能，助力你的分析旅程！
Course Description:Unlock the full potential of your data analytics workflow with our comprehensive "dbt Core Fundamentals part 1" course. In this hands-on and accessible learning experience, you'll dive into the world of dbt (data build tool) to revolutionize the way you transform and model data for analytics.Course Highlights:Build a Solid Foundation: Gain a deep understanding of dbt's core concepts, including models, snapshots, seeds, and tests. Learn how to structure dbt projects for maximum efficiency and maintainability.Efficient Data Transformations: Master the art of crafting efficient and scalable data transformations using dbt. Explore advanced techniques, optimize queries, and apply best practices for top-notch analytics.Data Quality Assurance: Learn the importance of data testing and validation in the analytics pipeline. Develop skills to create and execute tests, ensuring the integrity and accuracy of your transformed data.Collaborative Development: Elevate your collaborative analytics development skills. Work seamlessly with teammates, manage codebase changes using version control, and create impactful documentation to enhance team collaboration.Hands-On Practice: Apply your knowledge through hands-on exercises and real-world scenarios. Gain practical experience in a dbt environment to reinforce your learning and build confidence in your analytics capabilities.Who Should Enroll:Data Analysts, Data Scientists, and Business Intelligence ProfessionalsData Engineers and Database AdministratorsAnalytics Managers and Team LeadsSQL Practitioners and Beginners in AnalyticsPrerequisites:Basic SQL knowledgeFamiliarity with data conceptsUnderstanding of data warehousing (not mandatory)Basic command line interface (CLI) skills (useful)Course Outcome:Upon completion, you'll be equipped with the skills to transform raw data into actionable insights efficiently, collaborate effectively in a team environment, and ensure the quality and reliability of your analytics data. Empower your analytics journey - enroll in the "dbt Core Fundamentals part 1" course and take your data transformation skills to the next level!
