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.
本課程是 From Data to Insights with Google Cloud 專項課程 專項課程的一部分
提供方
課程信息
您將學到的內容有
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
您將獲得的技能
- Bigquery
- Machine Learning
- Google Cloud Platform
- Cloud Computing
提供方

Google 云端平台
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.
授課大綱 - 您將從這門課程中學到什麼
Introduction
Overview of what you will learn in this course
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.
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.
Creating ML Datasets in BigQuery
Understand how to create ML datasets with BigQuery.
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.
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.
審閱
- 5 stars77.35%
- 4 stars18.61%
- 3 stars3.26%
- 2 stars0.38%
- 1 star0.38%
來自APPLYING MACHINE LEARNING TO YOUR DATA WITH GOOGLE CLOUD的熱門評論
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.
Fantastic class taught by an exceptionally passionate and an incredible subject matter expert!
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
Good Course to Understand the basics of Big query and running ML using Big query
關於 From Data to Insights with Google Cloud 專項課程
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!

常見問題
我能否在注册前预览课程?
我注册之后会得到什么?
我什么时候会收到课程证书?
我为什么不能旁听此课程?
有助学金吗?
還有其他問題嗎?請訪問 學生幫助中心。