Google Cloud
Production Machine Learning Systems - Português Brasileiro

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Google Cloud

Production Machine Learning Systems - Português Brasileiro

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Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
16 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace
Gain insight into a topic and learn the fundamentals.
Advanced level
Designed for those already in the industry
16 hours to complete
3 weeks at 5 hours a week
Flexible schedule
Learn at your own pace

What you'll learn

  • Comparar as opções estática e dinâmica para treinamento e inferência

  • Gerenciar dependências de modelos

  • Ajustar treinamento distribuído para tolerância a falhas, replicação e outros

  • Exportar modelos para portabilidade

Details to know

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Assessments

3 quizzes, 1 assignment

Taught in Portuguese (Brazil)

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There are 6 modules in this course

Neste módulo, mostramos os temas que serão abordados no curso e ensinamos a usar o Qwiklabs para fazer todos os laboratórios no Google Cloud.

What's included

2 videos

Neste módulo, você vai entender o que um sistema de ML de produção precisa fazer e como atender a essas necessidades. Você também vai aprender a tomar decisões de design importantes e de alto nível relacionadas a treinamentos e disponibilização de modelos para conseguir o perfil de desempenho certo para seu modelo.

What's included

10 videos1 reading1 quiz1 app item

Neste módulo, você vai aprender a reconhecer as formas como o modelo fica dependente dos dados, tomar decisões de engenharia com foco nos custos, saber quando reverter os modelos para versões anteriores, depurar as causas do comportamento de um modelo observado e implementar um pipeline que seja imune a um tipo de dependência.

What's included

14 videos1 reading1 quiz3 app items

Neste módulo, você vai identificar as considerações sobre desempenho para modelos de machine learning. Os modelos de machine learning não são todos iguais. Em alguns modelos, o foco é melhorar o desempenho de E/S. Em outros, o objetivo é otimizar a velocidade de computação.

What's included

14 videos1 reading1 quiz2 app items

Entender as ferramentas e os sistemas disponíveis e quando usar modelos híbridos de machine learning.

What's included

7 videos1 reading1 assignment1 app item

Links dos PDFs de todos os módulos

What's included

1 video2 readings

Instructor

Google Cloud Training
Google Cloud
1,664 Courses2,750,269 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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