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.
課程信息
學生職業成果
67%
完成這些課程後已開始新的職業生涯
55%
通過此課程獲得實實在在的工作福利
12%
加薪或升職
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 4 門課程（共 4 門）
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
完成時間大約為10 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）, 日語
您將獲得的技能
BigqueryMachine LearningGoogle Cloud PlatformCloud Computing
學生職業成果
67%
完成這些課程後已開始新的職業生涯
55%
通過此課程獲得實實在在的工作福利
12%
加薪或升職
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 4 門課程（共 4 門）
可靈活調整截止日期
根據您的日程表重置截止日期。
中級
完成時間大約為10 小時
英語（English）
字幕：法語（French）, （歐洲人講的）葡萄牙語, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）, 日語
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.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 6 分鐘
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.
完成時間為 6 分鐘
2 個視頻 （總計 6 分鐘）
完成時間為 21 分鐘
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.
完成時間為 21 分鐘
6 個視頻 （總計 21 分鐘）
完成時間為 3 小時
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.
完成時間為 3 小時
8 個視頻 （總計 46 分鐘）
完成時間為 2 小時
Creating ML Datasets in BigQuery
完成時間為 2 小時
8 個視頻 （總計 35 分鐘）
完成時間為 4 小時
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.
完成時間為 4 小時
7 個視頻 （總計 69 分鐘）, 2 個閱讀材料, 3 個測驗
完成時間為 3 分鐘
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.
完成時間為 3 分鐘
1 個視頻 （總計 3 分鐘）
審閱
來自APPLYING MACHINE LEARNING TO YOUR DATA WITH GCP的熱門評論
由 MM 提供2020年3月11日
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.
由 DD 提供2020年6月10日
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.
由 SS 提供2020年6月26日
Initial few courses has low volume, and making it difficult to understand. Rest - all is amazing, structure, instructions and lap - Fantastic experience.
由 MB 提供2019年1月21日
Enjoyed. I would add more in-depth ML part for BigQuery and different scenario. it also good to explain metric how and how to choose right features etc
關於 From Data to Insights with Google Cloud Platform 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
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我注册之后会得到什么？
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Is financial aid available?
完成课程后，我会获得大学学分吗？
還有其他問題嗎？請訪問 學生幫助中心。
