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Google Cloud

How Google does Machine Learning

This course is part of multiple programs.

131,512 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
4.6

(7,263 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 11 hours
Learn at your own pace
92%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.6

(7,263 reviews)

Beginner level
No prior experience required
Flexible schedule
Approx. 11 hours
Learn at your own pace
92%
Most learners liked this course

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

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Assessments

6 assignments

Taught in English

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

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  • Develop job-relevant skills with hands-on projects
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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 assignment

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

What's included

7 videos1 reading1 assignment

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 assignment2 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 assignment

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

What's included

4 videos1 assignment

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 assignment

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

What's included

4 readings

Instructor

Instructor ratings
4.6 (928 ratings)
Google Cloud Training
Google Cloud
1,664 Courses2,750,269 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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Learner reviews

Showing 3 of 7263

4.6

7,263 reviews

  • 5 stars

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    23.69%

  • 3 stars

    5.24%

  • 2 stars

    1.15%

  • 1 star

    0.93%

ZJ
5

Reviewed on Nov 1, 2018

SM
4

Reviewed on Aug 15, 2020

PB
5

Reviewed on Mar 20, 2019

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