Google Cloud
Data Engineer, Big Data and ML on Google Cloud em Português Specialization
Google Cloud

Data Engineer, Big Data and ML on Google Cloud em Português Specialization

Engenharia de dados no Google Cloud Platform. Inicie sua carreira em engenharia de dados e valor comercial com Big Data e aprendizado de máquina.

Taught in Portuguese (Brazil)

Included with Coursera Plus

Specialization - 5 course series

Get in-depth knowledge of a subject

4.7

(107 reviews)

Intermediate level
Some related experience required
1 month at 10 hours a week
Flexible schedule
Learn at your own pace

Details to know

Shareable certificate

Add to your LinkedIn profile

Specialization - 5 course series

Get in-depth knowledge of a subject

4.7

(107 reviews)

Intermediate level
Some related experience required
1 month at 10 hours a week
Flexible schedule
Learn at your own pace

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

Placeholder

Advance your subject-matter expertise

  • Learn in-demand skills from university and industry experts
  • Master a subject or tool with hands-on projects
  • Develop a deep understanding of key concepts
  • Earn a career certificate from Google Cloud
Placeholder
Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Specialization - 5 course series

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

What you'll learn

  • Entender as principais diferenças entre data lakes e data warehouses, os dois principais componentes de um pipeline de dados.

  • Conhecer os casos de uso para cada tipo de armazenamento e as soluções de data lake e warehouse de forma detalhada e técnica.

  • Entender o papel de um engenheiro de dados e quais os benefícios de um pipeline de dados funcional para as operações comerciais.

  • Analisar por que a engenharia de dados deve ser desenvolvida em um ambiente de nuvem.

What you'll learn

  • Analisar diferentes métodos de carregamento de dados: EL, ELT e ETL (e quando cada um deve ser usado)

  • Executar o Hadoop no Dataproc, usar o Cloud Storage e otimizar os jobs do Dataproc

  • Usar o Dataflow para criar pipelines de processamento de dados

  • Gerenciar pipelines de dados com o Data Fusion e o Cloud Composer

What you'll learn

  • Entender os casos de uso da análise de streaming em tempo real

  • Usar o serviço de mensagens assíncrono do Pub/Sub para gerenciar eventos de dados

  • Criar pipelines de streaming e executar transformações quando necessário

  • Interoperar o Dataflow, o BigQuery e o Pub/Sub para fazer streaming e análises em tempo real

What you'll learn

Instructor

Google Cloud Training
Google Cloud
1,304 Courses2,483,915 learners

Offered by

Google Cloud

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Software Development? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions