Google Cloud
Introduction to Data Engineering on Google Cloud - 繁體中文
Google Cloud

Introduction to Data Engineering on Google Cloud - 繁體中文

Google Cloud Training

Instructor: Google Cloud Training

Sponsored by ITC-Infotech

Gain insight into a topic and learn the fundamentals.
Beginner level
No prior experience required
8 hours to complete
3 weeks at 2 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
8 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • 瞭解資料工程師的角色。

  • 瞭解 Google Cloud 上的資料工程工作和核心元件。

  • 瞭解如何在 Google Cloud 建立並部署各種模式的資料 pipeline。

  • 瞭解並運用 Google Cloud 的各種自動化技術。

Details to know

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Assessments

6 assignments

Taught in Chinese (Traditional)
Recently updated!

October 2024

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There are 8 modules in this course

在本節中，我們會歡迎學員參加「Introduction to Data Engineering on Google Cloud」，並簡要說明課程架構和目標。

What's included

1 video

本單元將介紹資料工程師的角色，並說明許多重要概念，例如資料來源和接收器、資料格式、Google Cloud 的儲存空間選項、中繼資料管理，以及如何使用 Analytics Hub 在組織內外共用資料。

What's included

9 videos1 assignment1 app item

本單元將概略說明 Google Cloud 的資料複製及遷移功能，涵蓋基本架構，以及 gcloud 指令列工具、Storage 移轉服務、Transfer Appliance 和 Datastream 的功能和用途。

What's included

6 videos1 assignment1 app item

本單元將著重在 Google Cloud 的資料擷取及載入，並特別說明 BigQuery 相關用法。內容涵蓋資料擷取及載入的基本架構、bq 指令列工具、BigQuery 資料移轉服務，以及如何將 BigLake 做為傳統擷取及載入模式的替代方案。

What's included

6 videos1 assignment1 app item

本單元將概略說明 Google Cloud 的 ELT (擷取、載入、轉換) 程序，涵蓋 ELT 基本架構、常見的 ELT pipeline 範例、BigQuery 的 SQL 指令碼編寫和排程功能，以及 Dataform 的功能和用途。

What's included

5 videos1 assignment1 app item

本單元將概略說明 Google Cloud 的 ETL (擷取、轉換、載入) 程序，涵蓋 ETL 基本架構、GUI 工具、批次與串流資料處理選項 (Dataproc、Dataproc Serverless)，以及 Bigtable 在資料 pipeline 中的角色。

What's included

8 videos1 assignment2 app items

本單元著重在 Google Cloud 上 pipeline 的自動化模式和選項，涵蓋各種工具及服務的功能和自動化用途，例如 Cloud Scheduler、Workflows、Cloud Composer、Cloud Run functions 和 Eventarc。

What's included

7 videos1 assignment1 app item

在最後一節中，我們會回顧本課程介紹的內容，並說明後續步驟，繼續雲端學習之旅。

What's included

1 video1 reading

Instructor

Google Cloud Training
Google Cloud
1,708 Courses2,843,797 learners

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Google Cloud

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