Google Cloud

How Google does Machine Learning

This course is part of multiple programs.

Taught in English

128,117 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.6

(7,216 reviews)

|

92%

Beginner level
No prior experience required
11 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Describe Vertex AI Platform and how it's used to quickly build, train, and deploy AutoML machine learning models without writing any code

  • Describe best practices for implementing machine learning on Google Cloud

  • Leverage Google Cloud tools and environment to do ML

  • Articulate Responsible AI best practices

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

6 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.6

(7,216 reviews)

|

92%

Beginner level
No prior experience required
11 hours (approximately)
Flexible schedule
Learn at your own pace

See how employees at top companies are mastering in-demand skills

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This course is available as part of
When you enroll in this course, you'll also be asked to select a specific program.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate
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There are 8 modules in this course

This module introduces the course series and the Google experts who will be teaching it.

What's included

2 videos

In this module, you explore building a data strategy around machine learning.

What's included

7 videos2 readings1 quiz

This module shares the organizational know-how Google has acquired over the years.

What's included

7 videos1 reading1 quiz

All machine learning starts with some type of goal - whether it be a business use case, academic use case, or goal you are trying to solve. This module reviews the process of determining whether the model is ready for production the “proof of concept” or “experimentation” phase.

What's included

9 videos1 reading1 quiz2 app items

This module explores both managed notebooks and user-managed notebooks for machine learning development in Vertex AI.

What's included

2 videos1 reading1 quiz

This module reviews best practices for a number of different machine learning processes in Vertex AI.

What's included

4 videos1 quiz

This module discusses why machine learning systems aren’t fair by default and some of the things you have to keep in mind as you infuse ML into your products.

What's included

7 videos1 reading1 quiz

This module is a summary of the How Google Does Machine Learning course.

What's included

4 readings

Instructor

Instructor ratings
4.6 (913 ratings)
Google Cloud Training
Google Cloud
1,293 Courses2,431,887 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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Learner reviews

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4.6

7,216 reviews

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KK
4

Reviewed on Dec 14, 2018

EH
4

Reviewed on Feb 25, 2020

NS
4

Reviewed on Oct 1, 2020

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