在本课程中，您将了解 Google Cloud 数据工程、数据工程师的角色和职责，以及相关的 Google Cloud 产品和服务。您还将了解如何应对数据工程挑战。
Introduction to Data Engineering on Google Cloud - 简体中文
Introduction to Data Engineering on Google Cloud - 简体中文
Instructor: Google Cloud Training
Sponsored by BIDAcademy
Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
9 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
了解数据工程师的职责。
了解 Google Cloud 上的数据工程任务和使用的核心组件。
了解如何在 Google Cloud 上创建和部署不同模式的数据流水线。
了解并运用各种 Google Cloud 自动化技术。
Details to know
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Assessments
6 assignments
Taught in Chinese (Simplified)
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November 2024
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There are 8 modules in this course
这一部分欢迎您学习《Google Cloud 数据工程简介》课程，并简要介绍课程结构和学习目标。
What's included
1 video
本单元介绍数据工程师的职责。内容涵盖数据源和接收器、数据格式、Google Cloud 存储方案、元数据管理、使用 Analytics Hub 进行组织内部和外部的数据共享等重要概念。
What's included
9 videos1 assignment1 app item
本单元简要介绍 Google Cloud 的数据复制和迁移。内容涵盖基本架构、gcloud 命令行工具、Storage Transfer Service、Transfer Appliance、Datastream 及其功能和用例。
What's included
6 videos1 assignment1 app item
本单元重点介绍 Google Cloud 数据提取和加载流程，特别是使用 BigQuery 进行这些操作的方法。内容涵盖基本的提取和加载架构、bq 命令行工具、BigQuery Data Transfer Service，以及替代传统提取/加载模式的 BigLake。
What's included
6 videos1 assignment1 app item
本单元简要介绍 Google Cloud ELT（提取、加载、转换）流程。内容涵盖基本的 ELT 架构、常用 ELT 流水线示例、BigQuery 的 SQL 脚本编写和调度功能，以及 Dataform 的功能和用例。
What's included
5 videos1 assignment1 app item
本单元简要介绍 Google Cloud ETL（提取、转化、加载）流程。内容涵盖基本的 ETL 架构、GUI 工具、批量和流式数据处理方案（Dataproc 和 Dataproc Serverless），以及 Bigtable 对数据流水线的作用。
What's included
8 videos1 assignment2 app items
本单元重点介绍 Google Cloud 流水线的自动化模式和选项。内容涵盖 Cloud Scheduler、Workflows、Cloud Composer、Cloud Run functions 和 Eventarc 等各种工具和服务及其自动化功能和用例。
What's included
7 videos1 assignment1 app item
在最后这一部分中，我们会复习本课程中介绍的内容，并讨论您的上云之旅的后续步骤。
What's included
1 video1 reading
Instructor
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