この中級コースでは、Google Cloud で堅牢なバッチデータ パイプラインを設計、構築、最適化する方法を学習します。基本的なデータ処理から一歩進んで、大規模なデータ変換と効率的なワークフロー オーケストレーションを確認します。この内容は、タイムリーなビジネス インテリジェンスと重要なレポートの作成に不可欠です。
Building Batch Data Pipelines on GCP 日本語版
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Building Batch Data Pipelines on GCP 日本語版
This course is part of multiple programs.
Instructor: Google Cloud Training
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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
ビジネス ユースケースにバッチデータ パイプラインが適しているかどうかを判断する。
大量の取り込みと変換に対応するスケーラブルなバッチデータ パイプラインを設計、構築する。
データ パイプライン内でデータ品質管理を実装して、データの完全性を確保する。
バッチデータ パイプライン ワークフローをオーケストレート、管理、モニタリングし、ロギングツールとモニタリング ツールを使用してエラー処理とオブザーバビリティを実装する。
Skills you'll gain
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Assessments
4 assignments
Taught in Japanese
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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
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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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