Google Cloud
Introduction to Data Engineering on Google Cloud - 简体中文

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Google Cloud

Introduction to Data Engineering on Google Cloud - 简体中文

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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
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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Recently updated!

November 2024

Assessments

6 assignments

Taught in Chinese (Simplified)

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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

Google Cloud Training
Google Cloud
1,664 Courses2,750,269 learners

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Google Cloud

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