Neste curso, apresentamos os produtos e serviços de Big Data e machine learning do Google Cloud que dão suporte ao ciclo de vida de dados para IA. Nele, você verá os processos, desafios e benefícios de criar um pipeline de Big Data e modelos de machine learning com a Vertex AI no Google Cloud.
Google Cloud Platform Big Data and Machine Learning Fundamentals em Português Brasileiro
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
Instructor: Google Cloud Training
2,861 already enrolled
Included with 
Gain insight into a topic and learn the fundamentals.
4.7
(99 reviews)
Beginner level
No prior experience required
9 hours to complete
3 weeks at 3 hours a week
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
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Assessments
5 assignments
Taught in Portuguese (Brazil)
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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.
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There are 7 modules in this course
Nesta seção, apresentamos o curso "Big Data and Machine Learning Fundamentals" aos participantes e apresentamos uma visão geral da estrutura e dos objetivos dele.
What's included
2 videos1 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
10 videos1 reading1 assignment1 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 Looker Studio.
What's included
9 videos1 reading1 assignment1 app item
Nesta seção, apresentamos aos participantes o BigQuery, o data warehouse sem servidor e totalmente gerenciado do Google. O módulo também mostra o BigQuery ML, os processos e os principais comandos usados para criar modelos personalizados de machine learning.
What's included
9 videos1 reading1 assignment1 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 assignment
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 assignment1 app item
Revisar o conteúdo do curso e apresentar outros recursos para complementar o aprendizado.
What's included
1 video
Instructor
Instructor ratings
4.7 (24 ratings)Offered by
Recommended if you're interested in Machine Learning
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DL
4
Reviewed on May 28, 2020
Ótimo cursos bem dinâmico, passo a passo bem elaborado.
JL
5
Reviewed on Nov 3, 2021
Bom curso, demonstra como utilizar as ferramentas, com bons exemplos
PT
5
Reviewed on May 26, 2022
Extramente enriquecedor todo o conteúdo, principalmente os laboratórios.
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Frequently asked questions
Before enrolling in this course, participants should have roughly one (1) year of experience with one or more of the following:
• A common query language such as SQL
• Extract, transform, load activities
• Data modeling
• Machine learning and/or statistics
• Programming in Python
To be eligible for the free trial, you will need:
- Google account (Google is currently blocked in China)
- Credit card or bank account
- Terms of service
Note: There is a known issue with certain EU countries where individuals are not able to sign up, but you may sign up as "business" status and intend to see a potential economic benefit from the trial. More details at: https://support.google.com/cloud/answer/6090602
More Google Cloud Platform free trial FAQs are available at: https://cloud.google.com/free-trial/
For more details on how the free trial works, visit our documentation page: https://cloud.google.com/free-trial/docs/
If your current Google account is no longer eligible for the Google Cloud Platform free trial, you can create another Google account. Your new Google account should be used to sign up for the free trial.