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

Course

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

Shareable certificate

Add to your LinkedIn profile

Assessments

7 quizzes

See how employees at top companies are mastering in-demand skills

Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

There are 9 modules in this course

このモジュールではコースの概要を説明します。

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

このモジュールの内容

What's included

4 videos1 quiz1 app item

このモジュールの内容

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

このモジュールでは、本コースで取り上げた内容を振り返ります

What's included

1 video

Instructor

Google Cloud Training
Google Cloud
1,293 Courses2,452,390 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions