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所在平台: Udemy |
课程主页: https://www.udemy.com/course/databricks-certified-data-engineer-professional/
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课程名称：Databricks认证数据工程师专业准备 课程概述：如果您有意成为Databricks认证数据工程师，您来对地方了！本学习指南将帮助您准备这项认证考试。在课程结束时，您将能够： - 模型数据管理解决方案，包括： - Lakehouse架构（铜/银/金架构、表、视图和物理布局） - 一般数据建模概念（约束、查找表、慢变维） - 使用Spark和Delta Lake API构建数据处理管道，包括： - 构建批处理ETL管道 - 构建增量处理ETL管道 - 数据去重 - 使用变更数据捕获（CDC）传播更改 - 工作负载优化 - 了解Databricks平台及其工具的使用和好处，包括： - Databricks CLI（部署基于笔记本的工作流） - Databricks REST API（配置和触发生产管道） - 基于安全与治理最佳实践构建生产管道，包括： - 使用访问控制列表（ACL）管理群集和作业权限 - 创建动态行和列视图以控制用户/组访问 - 根据GDPR和CCPA的要求安全删除数据 - 配置警报和存储以监控和记录生产作业，包括： - 记录日志参数 - 调试错误 - 遵循管理、测试和部署代码的最佳实践，包括： - 相对导入 - 作业调度 - 作业编排 通过本课程，您将获得足够的知识，准备参加认证考试。期待与您见面！
If you are interested in becoming a Certified Data Engineer Professional from Databricks, you have come to the right place! This study guide will help you with preparing for this certification exam.By the end of this course, you should be able to:Model data management solutions, including:Lakehouse (bronze/silver/gold architecture, tables, views, and the physical layout)General data modeling concepts (constraints, lookup tables, slowly changing dimensions)Build data processing pipelines using the Spark and Delta Lake APIs, including:Building batch-processed ETL pipelinesBuilding incrementally processed ETL pipelinesDeduplicating dataUsing Change Data Capture (CDC) to propagate changesOptimizing workloadsUnderstand how to use and the benefits of using the Databricks platform and its tools, including:Databricks CLI (deploying notebook-based workflows)Databricks REST API (configure and trigger production pipelines)Build production pipelines using best practices around security and governance, including:Managing clusters and jobs permissions with ACLsCreating row- and column-oriented dynamic views to control user/group accessSecurely delete data as requested according to GDPR & CCPAConfigure alerting and storage to monitor and log production jobs, including:Recording logged metricsDebugging errorsFollow best practices for managing, testing and deploying code, including:Relative importsScheduling JobsOrchestration JobsWith the knowledge you gain during this course, you will be ready to take the certification exam.I am looking forward to meeting you!
