In this module, we define what Machine Learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels. In the interactive labs, you will practice invoking the pretrained ML APIs available as well as build your own Machine Learning models using just SQL with BigQuery ML.
Este curso faz parte do Programa de cursos integrados From Data to Insights with Google Cloud
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Informações sobre o curso
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Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível intermediário
Aprox. 10 horas para completar
Inglês
Legendas: Francês, Portuguese (European), Russo, Inglês, Espanhol, Japonês
Habilidades que você terá
- Bigquery
- Machine Learning
- Google Cloud Platform
- Cloud Computing
Prazos flexíveis
Redefinir os prazos de acordo com sua programação.
Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível intermediário
Aprox. 10 horas para completar
Inglês
Legendas: Francês, Portuguese (European), Russo, Inglês, Espanhol, Japonês
oferecido por
Google Cloud
We help millions of organizations empower their employees, serve their customers, and build what’s next for their businesses with innovative technology created in—and for—the cloud. Our products are engineered for security, reliability, and scalability, running the full stack from infrastructure to applications to devices and hardware. Our teams are dedicated to helping customers apply our technologies to create success.
Programa - O que você aprenderá com este curso
6 minutos para concluir
Introduction
Welcome to the last course in the Data Insights specialization. In this module we will overview the course topics and the labs platform you will be using.
6 minutos para concluir
2 vídeos (Total 6 mín.)
21 minutos para concluir
Introduction to Machine Learning
In this module, we define what Machine Learning is and how it can benefit your business. You'll see a few demos of ML in action and learn key ML terms like instances, features, and labels.
21 minutos para concluir
6 vídeos (Total 21 mín.)
3 horas para concluir
Pre-trained ML APIs
In this module we will dive into pre-built and pre-trained ML models that we can access (like image recognition and sentiment analysis) within Cloud Datalab.
3 horas para concluir
8 vídeos (Total 46 mín.)
2 horas para concluir
Creating ML Datasets in BigQuery
2 horas para concluir
8 vídeos (Total 35 mín.)
4 horas para concluir
Creating ML Models in BigQuery
In this module, you will learn how to create machine learning models directly inside of BigQuery. You will learn the new syntax and work through the phases of building, evaluating, and testing an ML model.
4 horas para concluir
7 vídeos (Total 69 mín.), 2 leituras, 3 testes
3 minutos para concluir
End of Course Recap
You've made it to the end! Let's review the lessons learned in the course and what resources are available for continued learning.
3 minutos para concluir
1 vídeo (Total 3 mín.)
Avaliações
Principais avaliações do APPLYING MACHINE LEARNING TO YOUR DATA WITH GCP
por MM11 de Mar de 2020
This course is pretty interesting. The most interesting of the whole specialization. The labs are cool, but it's all copy & paste. It'd have been nice to have to come up with some solutions myself.
por DD10 de Jun de 2020
A very good course . Hands on labs provide an experience of real time analysis of data . The instructor is amazing.Some of the labs needs to be updated according to current features.
por SS26 de Jun de 2020
Initial few courses has low volume, and making it difficult to understand. Rest - all is amazing, structure, instructions and lap - Fantastic experience.
por NR6 de Mai de 2021
wow this course is SO MUCH BETTER THAN THE PRIOR, I THINK ITS THE BEST. Thank U Evan. BUT THERE IS A LOT OF ISSUE WITH COURSERA. SERIOUSLY FIX IT BRUH
Sobre Programa de cursos integrados From Data to Insights with Google Cloud
Want to know how to query and process petabytes of data in seconds? Curious about data analysis that scales automatically as your data grows? Welcome to the Data Insights course!
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