"すべてのデータ パイプラインには、データレイクとデータ ウェアハウスという 2 つの主要コンポーネントがあります。このコースでは、各ストレージ タイプのユースケースを紹介し、Google Cloud で利用可能なデータレイクとデータ ウェアハウスのソリューションを技術的に詳しく説明します。また、データ エンジニアの役割や、効果的なデータ パイプラインが事業運営にもたらすメリットについて確認し、クラウド環境でデータ エンジニアリングを行うべき理由を説明します。
Modernizing Data Lakes and Data Warehouses with GCP 日本語版
Modernizing Data Lakes and Data Warehouses with GCP 日本語版
This course is part of multiple programs.
Instructor: Google Cloud Training
Gain insight into a topic and learn the fundamentals.
4.3
(48 reviews)
Intermediate level
Some related experience required
8 hours to complete
3 weeks at 2 hours a week
Flexible schedule
Learn at your own pace
What you'll learn
データ パイプラインを構成する 2 つの主要コンポーネントである、データレイクとデータ ウェアハウスの違いを理解する。
各ストレージ タイプのユースケースを確認し、Google Cloud で利用可能なデータレイクとデータ ウェアハウスのソリューションについて、技術的な詳細を学習する。
データ エンジニアの役割と、効果的なデータパイプラインが事業運営にもたらすメリットについて理解する。
クラウド環境でデータ エンジニアリングを行うべき理由を確認する。
Details to know
Earn a career certificate
Add to your LinkedIn profile
Assessments
3 assignments
Taught in Japanese
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This course is available as part of
When you enroll in this course, you'll also be asked to select a specific program.
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
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- Earn a shareable career certificate
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There are 6 modules in this course
このモジュールでは「Data Engineering on Google Cloud」コースシリーズと、この「Modernizing Data Lakes and Data Warehouses with Google Cloud」コースについて紹介します。
What's included
2 videos
このモジュールでは、データ エンジニアリングの役割について検討し、クラウドでデータ エンジニアリングを行うべき理由について理解を促します。
What's included
14 videos1 assignment1 app item
このモジュールでは、データレイクの概要に加え、Google Cloud で Cloud Storage をデータレイクとして使用する方法について説明します。
What's included
8 videos1 assignment1 app item
このモジュールでは、Google Cloud のデータ ウェアハウジング オプションである BigQuery について説明します。
What's included
17 videos1 assignment3 app items
主な学習ポイントのまとめ
What's included
1 video
各モジュールの PDF 版へのリンク
What's included
1 reading
Instructor
Instructor ratings
3.8 (9 ratings)Offered by
Recommended if you're interested in Cloud Computing
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.