通常、データ パイプラインは、「抽出、読み込み」、「抽出、読み込み、変換」、「抽出、変換、読み込み」のいずれかの枠組みに分類できます。このコースでは、バッチデータではどの枠組みを、どのような場合に使用するのかについて説明します。本コースではさらに、BigQuery、Dataproc 上での Spark の実行、Cloud Data Fusion のパイプラインのグラフ、Dataflow でのサーバーレスのデータ処理など、データ変換用の複数の Google Cloud テクノロジーについて説明します。受講者には、Qwiklabs を使用して Google Cloud でデータ パイプラインのコンポーネントを構築する実践演習を行っていただきます。
Building Batch Data Pipelines on GCP 日本語版
Building Batch Data Pipelines on GCP 日本語版
This course is part of multiple programs.
Instructor: Google Cloud Training
1,007 already enrolled
Course
Gain insight into a topic and learn the fundamentals
4.4
(27 reviews)
Intermediate level
No previous experience necessary
17 hours (approximately)
Flexible schedule
Learn at your own pace
What you'll learn
データ読み込みのさまざまな方法の確認: EL、ELT、ETL について、また何をどのタイミングで使用するか
Dataproc での Hadoop の実行、Cloud Storage の活用、Dataproc ジョブの最適化
Dataflow を使用したデータ処理パイプラインの構築
Data Fusion と Cloud Composer を使用したデータ パイプラインの管理
Details to know
Shareable Certificate
Add to your LinkedIn profile
Quizzes and assessments
0 quizzes, 4 assessments
Japanese
Subtitles: Japanese, English
Course
Gain insight into a topic and learn the fundamentals
4.4
(27 reviews)
Intermediate level
No previous experience necessary
17 hours (approximately)
Flexible schedule
Learn at your own pace
Build your subject-matter expertise
This course is available as part of
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- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
There are 6 modules in this course
このモジュールでは、コースおよびアジェンダについて紹介します
What's included
1 video
このモジュールでは、データ読み込みに関するさまざまな方法を確認します。EL、ELT、ETL について、また何をどのタイミングで使用するか
What's included
6 videos
このモジュールでは、Dataproc での Hadoop の実行、Cloud Storage の活用、Dataproc ジョブの最適化の方法を示します。
What's included
11 videos
このモジュールでは、Dataflow を使用してデータ処理パイプラインを構築する方法について説明します。
What's included
14 videos
このモジュールでは、Cloud Data Fusion と Cloud Composer を使用したデータ パイプラインの管理方法について説明します。
What's included
13 videos
コースのまとめ
What's included
1 video
Instructor
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Recommended if you're interested in Information Technology
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Frequently asked questions
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