About this Course

Flexible deadlines
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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
Intermediate Level
Approx. 24 hours to complete
English

What you will learn

  • Descrever opções de gerenciamento, governança e pré-processamento de dados

  • Identificar quando usar Vertex AutoML, BigQuery ML e treinamento personalizado

  • Implementar ajuste de hiperparâmetro Vertex Vizier

  • Explicar como criar previsões on-line e em lote, configurar o monitoramento do modelo e criar pipelines usando o Vertex AI

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
Intermediate Level
Approx. 24 hours to complete
English

Offered by

Placeholder

Google Cloud

Syllabus - What you will learn from this course

Week1
Week 1
2 minutes to complete

Module 0: Introdução

2 minutes to complete
1 video (Total 2 min)
24 minutes to complete

Module 1: Noções básicas sobre o fluxo de trabalho de ML nas empresas

24 minutes to complete
2 videos (Total 6 min), 1 reading, 1 quiz
2 hours to complete

Module 2: Dados para empresas

2 hours to complete
9 videos (Total 34 min), 1 reading, 2 quizzes
3 hours to complete

Module 3: A ciência do machine learning e o treinamento personalizado

3 hours to complete
8 videos (Total 36 min), 2 readings, 2 quizzes
Week2
Week 2
5 hours to complete

Module 4: Ajuste de hiperparâmetros do Vertex Vizier

5 hours to complete
3 videos (Total 17 min), 1 reading, 3 quizzes
5 hours to complete

Module 5: Previsão e monitoramento de modelos usando a Vertex AI

5 hours to complete
4 videos (Total 16 min), 1 reading, 3 quizzes
Week3
Week 3
6 hours to complete

Module 6: Pipelines da Vertex AI

6 hours to complete
3 videos (Total 5 min), 2 readings, 3 quizzes
21 minutes to complete

Module 7: Práticas recomendadas para desenvolvimento de ML

21 minutes to complete
5 videos (Total 11 min), 1 reading
2 hours to complete

Module 8: Résumé du cours

2 hours to complete
4 readings
23 minutes to complete

Module 9: Resumo da série

23 minutes to complete
1 video (Total 3 min), 1 reading

Frequently Asked Questions

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