In this course, 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
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Certificados compartilháveis
Tenha o certificado após a conclusão
100% on-line
Comece imediatamente e aprenda em seu próprio cronograma.
Nível iniciante
Aprox. 7 horas para completar
Inglês
Legendas: Inglês
O que você vai aprender
Understand what machine learning is and how it can benefit your business
Differentiate between pre-trained and custom ML models
Create machine learning datasets in BigQuery
Create machine learning models in BigQuery
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 iniciante
Aprox. 7 horas para completar
Inglês
Legendas: Inglês
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
1 minuto para concluir
Introduction
Overview of what you will learn in this course
1 minuto para concluir
1 vídeo (Total 1 mín.)
20 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.
20 minutos para concluir
6 vídeos (Total 20 mín.)
2 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.
2 horas para concluir
4 vídeos (Total 16 mín.)
1 hora para concluir
Creating ML Datasets in BigQuery
Understand how to create ML datasets with BigQuery.
1 hora para concluir
6 vídeos (Total 19 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
4 vídeos (Total 25 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
- 5 stars77,42%
- 4 stars18,56%
- 3 stars3,26%
- 2 stars0,37%
- 1 star0,37%
Principais avaliações do APPLYING MACHINE LEARNING TO YOUR DATA WITH GOOGLE CLOUD
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 SM9 de abr de 2018
This was a great course in going beyond the lecture to applying the concepts of creating, training, testing and deploying a machine learning model
por MC30 de abr de 2021
This a fun course, it is so much intuitive and cool to learn about machine learning operate on GCP, because I am ML Practitioner too!
por SK25 de ago de 2019
Excellent way to introduce to Google Big Query and Machine Learning Applications!
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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