Google Cloud
Machine Learning in the Enterprise - Português Brasileiro
Google Cloud

Machine Learning in the Enterprise - Português Brasileiro

Taught in English


Gain insight into a topic and learn the fundamentals

Intermediate level
Some related experience required
24 hours to complete
3 weeks at 8 hours a week
Flexible schedule
Learn at your own pace

What you'll 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

Details to know

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6 quizzes

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There are 10 modules in this course

Este módulo apresenta uma visão geral do curso e dos objetivos a serem alcançados.

What's included

1 video

Este módulo aborda o fluxo de trabalho de ML em empresas e qual o objetivo de cada etapa.

What's included

2 videos1 reading1 quiz

Neste módulo, analisamos as ferramentas do Google para gerenciamento e governança de dados para empresas: Feature Store, Data Catalog, Dataplex e Analytics Hub.

What's included

9 videos1 reading1 quiz1 app item

Este módulo analisa a arte e a ciência do machine learning e das redes neurais. Além disso, abordamos como treinar modelos personalizados de ML usando a Vertex AI.

What's included

8 videos2 readings1 quiz1 app item

Neste módulo, explicamos como fazer ajustes de hiperparâmetros usando o Vertex AI Vizier.

What's included

3 videos1 reading1 quiz2 app items

Este módulo aborda a previsão e monitoramento de modelos usando a Vertex AI. Vamos começar falando sobre as previsões on-line e em lotes usando contêineres personalizados e pré-criados. Em seguida, analisaremos o monitoramento de modelos, um serviço que ajuda a gerenciar o desempenho dos modelos de ML.

What's included

4 videos1 reading1 quiz2 app items

Neste módulo, abordamos os pipelines da Vertex AI e como orquestrar o fluxo de trabalho de ML com eles.

What's included

3 videos2 readings1 quiz2 app items

Neste módulo, você vai conhecer as práticas recomendadas para diversos processos de machine learning na Vertex AI.

What's included

5 videos1 reading

Neste módulo, você vai ver um resumo do curso "Machine Learning in the Enterprise".

What's included

4 readings

Neste módulo, você vai ver um resumo da série de cursos "Machine Learning on Google Cloud".

What's included

1 video1 reading


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