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.
This course is part of the From Data to Insights with Google Cloud Platform Specialization
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About this Course
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Learner Career Outcomes
67%
started a new career after completing these courses
55%
got a tangible career benefit from this course
12%
got a pay increase or promotion
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
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Course 4 of 4 in the
Intermediate Level
Approx. 10 hours to complete
English
Subtitles: French, Portuguese (European), Russian, English, Spanish, Japanese
Skills you will gain
BigqueryMachine LearningGoogle Cloud PlatformCloud Computing
Learner Career Outcomes
67%
started a new career after completing these courses
55%
got a tangible career benefit from this course
12%
got a pay increase or promotion
Flexible deadlines
Reset deadlines in accordance to your schedule.
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Course 4 of 4 in the
Intermediate Level
Approx. 10 hours to complete
English
Subtitles: French, Portuguese (European), Russian, English, Spanish, Japanese
Offered by
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.
Syllabus - What you will learn from this course
6 minutes to complete
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 minutes to complete
2 videos (Total 6 min)
21 minutes to complete
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 minutes to complete
6 videos (Total 21 min)
3 hours to complete
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 hours to complete
8 videos (Total 46 min)
2 hours to complete
Creating ML Datasets in BigQuery
2 hours to complete
8 videos (Total 35 min)
4 hours to complete
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 hours to complete
7 videos (Total 69 min), 2 readings, 3 quizzes
3 minutes to complete
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 minutes to complete
1 video (Total 3 min)
Reviews
TOP REVIEWS FROM APPLYING MACHINE LEARNING TO YOUR DATA WITH GCP
by MMMar 11, 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.
by DDJun 10, 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.
by SSJun 26, 2020
Initial few courses has low volume, and making it difficult to understand. Rest - all is amazing, structure, instructions and lap - Fantastic experience.
by NRMay 6, 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
About the From Data to Insights with Google Cloud Platform Specialization
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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