通常、データ パイプラインは、「抽出、読み込み（EL）」、「抽出、読み込み、変換（ELT）」、「抽出、変換、読み込み（ETL）」のいずれかの考え方に分類できます。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。また、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います。
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
Included with 
Gain insight into a topic and learn the fundamentals.
4.4
(29 reviews)
Intermediate level
Some related experience required
2 weeks to complete
at 10 hours a week
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
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
4 assignments
Taught in Japanese
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This course is available as part of
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There are 7 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、EL、ELT、ETL について、また何をどのタイミングで使用するかなど、データ読み込みに関するさまざまな方法を確認します。
What's included
6 videos1 assignment
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 videos1 assignment1 app item
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
13 videos1 assignment6 app items
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 videos1 assignment2 app items
コースのまとめ
What's included
1 video
すべてのモジュールへの PDF リンク
What's included
1 reading
Instructor
Offered by
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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.
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