Google Cloud
Google Cloud Platform Big Data and Machine Learning Fundamentals em Português Brasileiro
Google Cloud

Google Cloud Platform Big Data and Machine Learning Fundamentals em Português Brasileiro

This course is part of Data Engineer, Big Data and ML on Google Cloud em Português Specialization

Taught in Portuguese (Brazil)

2,762 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.7

(99 reviews)

Beginner level
No prior experience required
10 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Reconhecer o ciclo de vida de dados para IA no Google Cloud e os principais produtos de Big Data e machine learning.

  • Analisar Big Data em escala com o BigQuery.

  • Identificar formas de criar soluções de machine learning no Google Cloud.

  • Descrever um fluxo de trabalho de machine learning e as etapas principais com a Vertex AI

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

5 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.7

(99 reviews)

Beginner level
No prior experience required
10 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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Build your subject-matter expertise

This course is part of the Data Engineer, Big Data and ML on Google Cloud em Português Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 7 modules in this course

Nesta seção, os participantes encontram o curso de noções básicas de Big Data e machine learning, bem como uma visão geral da estrutura e dos objetivos do curso.

What's included

1 video1 reading

Nesta seção, você encontra os principais componentes da infraestrutura do Google Cloud. Nela, apresentamos muitos dos produtos e serviços de Big Data e machine learning que suportam o ciclo de vida de dados para IA no Google Cloud.

What's included

9 videos1 reading1 quiz1 app item

Nesta seção, você conhecerá a solução do Google Cloud para gerenciar dados de streaming. Nela, analisamos um pipeline completo, incluindo a ingestão de dados com o Pub/Sub, o processamento de dados com o Dataflow e a visualização de dados com o Looker e o Data Studio.

What's included

9 videos1 reading1 quiz1 app item

Nesta seção, apresentamos aos participantes o BigQuery, o data warehouse sem servidor e totalmente gerenciado do Google. Também mostramos o BigQuery ML, bem como os processos e principais comandos usados para criar modelos de machine learning personalizados.

What's included

9 videos1 reading1 quiz1 app item

Nesta seção, você verá quatro opções diferentes para criar modelos de machine learning no Google Cloud. Nela, também apresentaremos a Vertex AI, a plataforma unificada do Google para criação e gerenciamento do ciclo de vida de projetos de ML.

What's included

8 videos1 reading1 quiz

Neste módulo, focaremos nas três etapas principais do fluxo de trabalho de machine learning na Vertex AI: preparação de dados, treinamento de modelos e avaliação de modelos. Os participantes poderão praticar a criação de um modelo de machine learning com o AutoML.

What's included

8 videos1 reading1 quiz1 app item

Nesta seção, você verá novamente os temas do curso, bem como outros recursos para consultar no futuro.

What's included

1 video

Instructor

Instructor ratings
4.7 (24 ratings)
Google Cloud Training
Google Cloud
1,326 Courses2,541,708 learners

Offered by

Google Cloud

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4.7

99 reviews

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DL
4

Reviewed on May 28, 2020

JL
5

Reviewed on Nov 3, 2021

GA
5

Reviewed on Oct 10, 2019

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