About this Course

Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Advanced Level
Approx. 10 hours to complete
Portuguese (Brazilian)

What you will 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

Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Coursera Labs
Includes hands on learning projects.
Learn more about Coursera Labs External Link
Advanced Level
Approx. 10 hours to complete
Portuguese (Brazilian)

Offered by

Placeholder

Google Cloud

Syllabus - What you will learn from this course

Week1
Week 1
3 minutes to complete

Introdução

3 minutes to complete
1 video (Total 3 min)
2 hours to complete

Introdução aos Pipelines do TFX

2 hours to complete
7 videos (Total 45 min)
Week2
Week 2
2 hours to complete

Orquestração do pipeline com o TFX

2 hours to complete
4 videos (Total 25 min)
2 hours to complete

Componentes personalizados e CI/CD para pipelines do TFX

2 hours to complete
4 videos (Total 25 min)
Week3
Week 3
1 hour to complete

Metadados com o TFX

1 hour to complete
3 videos (Total 9 min)
1 hour to complete

Treinamento contínuo com vários SDKs, KubeFlow e AI Platform Pipelines

1 hour to complete
5 videos (Total 8 min)
Week4
Week 4
2 hours to complete

Treinamento contínuo com Cloud Composer

2 hours to complete
6 videos (Total 27 min)
1 hour to complete

Pipelines de ML com o MLflow

1 hour to complete
9 videos (Total 35 min)
1 minute to complete

Resumo

1 minute to complete
1 video (Total 1 min)

Frequently Asked Questions

More questions? Visit the Learner Help Center.