Google Cloud
ML Pipelines on Google Cloud - Português
Google Cloud

ML Pipelines on Google Cloud - Português

Taught in Portuguese (Brazil)

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

  • Entender em detalhes como funcionam os componentes padrão de pipeline do TFX.

  • Aprender a usar um contexto interativo do TFX para desenvolver protótipos de pipelines nessa plataforma.

  • Treinamento contínuo usando os modelos do TensorFlow, PyTorch, XGBoost e Scikit-learn com o KubeFlow e o AI Platform Pipelines

  • Fazer o treinamento contínuo com o Composer e o MLFlow

Details to know

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Assessments

7 quizzes

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There are 9 modules in this course

Neste módulo, abordamos o resumo do curso

What's included

1 video

Neste módulo, vamos apresentar o TensorFlow Extended (ou TFX) e abordar os conceitos e componentes dessa plataforma

What's included

7 videos1 quiz1 app item

Este módulo abrange o seguinte

What's included

4 videos1 quiz1 app item

Este módulo abrange o seguinte

What's included

4 videos1 quiz1 app item

Neste módulo, vamos falar sobre o uso dos metadados do TFX no gerenciamento de artefatos

What's included

3 videos1 quiz1 app item

Neste módulo, abordamos o treinamento contínuo com vários SDKs, KubeFlow e AI Platform Pipelines

What's included

5 videos1 quiz1 app item

Neste módulo, abordamos o treinamento contínuo com o Cloud Composer

What's included

6 videos1 quiz1 app item

Neste módulo, vamos apresentar o MLflow e os componentes dele

What's included

9 videos1 quiz

Neste módulo, vamos fazer uma recapitulação do curso

What's included

1 video

Instructor

Google Cloud Training
Google Cloud
1,472 Courses2,608,461 learners

Offered by

Google Cloud

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