O processamento de dados de streaming é cada vez mais usado pelas empresas para gerar métricas sobre as operações comerciais em tempo real. Neste curso, você vai aprender a criar pipelines de dados de streaming no Google Cloud. O Pub/Sub é apresentado como a ferramenta para gerenciar dados de streaming de entrada. No curso, também abordamos a aplicação de agregações e transformações a dados de streaming usando o Dataflow, além de formas de armazenar registros processados no BigQuery ou no Cloud Bigtable para análise. Os participantes vão ganhar experiência prática na criação de componentes de pipelines de dados de streaming no Google Cloud usando o Qwiklabs.
Building Resilient Streaming Analytics Systems on GCP em Português Brasileiro
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Building Resilient Streaming Analytics Systems on GCP em Português Brasileiro
This course is part of Data Engineer, Big Data and ML on Google Cloud em Português Specialization
Instructor: Google Cloud Training
Included with
Gain insight into a topic and learn the fundamentals.
Intermediate level
Some related experience required
7 hours to complete
Flexible schedule
Learn at your own pace
What you'll learn
Interpretar os casos de uso da análise de streaming em tempo real.
Gerenciar eventos de dados usando o serviço de mensagens assíncrono do Pub/Sub.
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.
Skills you'll gain
Details to know
Shareable certificate
Add to your LinkedIn profile
Assessments
4 assignments
Taught in Portuguese (Brazil)
See how employees at top companies are mastering in-demand skills
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
There are 4 modules in this course
Este módulo apresenta os fundamentos da criação de pipelines de dados de streaming no Google Cloud, fornecendo uma base para todo o curso. Ele começa descrevendo os objetivos gerais de aprendizado e apresentando um cenário prático que será usado em todo o conteúdo e nos laboratórios para tornar os conceitos tangíveis.
What's included
1 plugin
Este módulo apresenta os casos de uso e arquiteturas de dados de streaming. Você vai aprender sobre os aplicativos e padrões arquitetônicos comuns para o processamento de dados em tempo real em quatro cenários principais: ETL de streaming, IA/ML de streaming, aplicativo de streaming e ETL reverso.
What's included
1 plugin
Este módulo oferece uma visão geral abrangente da criação de pipelines de dados de streaming no Google Cloud, tratando dos principais serviços de mensagens, processamento e análise. Ele foi criado para que você entenda na prática como os componentes funcionam juntos em uma arquitetura coesa e em tempo real.
What's included
4 assignments4 app items5 plugins
Este módulo oferece uma conclusão abrangente do curso, tratando dos principais conceitos aprendidos para criar pipelines de dados de streaming resilientes e robustos no Google Cloud.
What's included
1 plugin
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.
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Google Cloud
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Frequently asked questions
Yes, you can preview the first video and view the syllabus before you enroll. You must purchase the course to access content not included in the preview.
If you decide to enroll in the course before the session start date, you will have access to all of the lecture videos and readings for the course. You’ll be able to submit assignments once the session starts.
Once you enroll and your session begins, you will have access to all videos and other resources, including reading items and the course discussion forum. You’ll be able to view and submit practice assessments, and complete required graded assignments to earn a grade and a Course Certificate.
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Financial aid available,