Com a incorporação do machine learning aos pipelines de dados, as empresas podem extrair mais insights. Neste curso, mostramos várias maneiras de incluir o machine learning nos pipelines de dados no Google Cloud Platform, dependendo do nível de personalização necessário. Explicamos como usar o AutoML quando você precisar de pouca ou nenhuma personalização. Para recursos de machine learning mais personalizados, mostramos como usar o AI Platform Notebooks e o BigQuery Machine Learning. Também explicamos como produzir soluções de machine learning usando o Kubeflow. Além disso, haverá atividades práticas de criação de modelos de ML no Google Cloud Platform usando o QwikLabs.
Smart Analytics, Machine Learning, and AI on GCP em Português Brasileiro
This course is part of Data Engineer, Big Data and ML on Google Cloud em Português Specialization
Taught in Portuguese (Brazil)
Instructor: Google Cloud Training
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There are 8 modules in this course
Neste módulo, apresentamos o curso e a programação.
What's included
1 video
Neste módulo, falamos sobre as opções de ML no Google Cloud
What's included
4 videos1 quiz
O foco deste módulo é o uso de APIs de ML pré-criadas em dados estruturados
What's included
5 videos1 quiz1 app item
Neste módulo, falamos sobre como usar o notebooks
What's included
4 videos1 quiz1 app item
Neste módulo, falamos da criação de modelos de ML personalizados e apresentamos o Kubeflow e o AI Hub
What's included
6 videos1 quiz1 app item
Este é um módulo sobre o BigQuery ML
What's included
6 videos1 quiz2 app items
Criar modelos personalizados com o AutoML
What's included
6 videos1 quiz
Neste módulo, recapitulamos os temas abordados no curso
What's included
1 video
Instructor
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Fundação Instituto de Administração
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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.