Google Cloud
ML Pipelines on Google Cloud - 日本語版
Google Cloud

ML Pipelines on Google Cloud - 日本語版

Taught in Japanese


Gain insight into a topic and learn the fundamentals

Advanced level
Designed for those already in the industry
10 hours to complete
3 weeks at 3 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • TFX 標準パイプライン コンポーネントの概要を理解する

  • TFX Interactive Context を使用して TFX パイプラインのプロトタイプを開発する方法を理解する

  • TensorFlow、PyTorch、XGBoost、Scikit Learn モデルを使用した KubeFlow および AI Platform Pipelines での継続的なトレーニング

  • Composer と MLFlow を使用して継続的なトレーニングを実行する

Details to know

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7 quizzes

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There are 9 modules in this course


What's included

1 video

このモジュールでは、TensorFlow Extended(TFX)を紹介し、TFX のコンセプトとコンポーネントについて説明します

What's included

7 videos1 quiz1 app item


What's included

4 videos1 quiz1 app item


What's included

4 videos1 quiz1 app item

このモジュールでは、アーティファクト管理のための TFX メタデータの活用について説明します。

What's included

3 videos1 quiz1 app item

このモジュールでは、複数の SDK、KubeFlow および AI Platform Pipelines を使用した継続的なトレーニングについて説明します。

What's included

5 videos1 quiz1 app item

このモジュールでは、Cloud Composer を使用した継続的なトレーニングについて説明します。

What's included

6 videos1 quiz1 app item

このモジュールでは、MLflow とそのコンポーネントを紹介します。

What's included

9 videos1 quiz


What's included

1 video


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