Google Cloud

Machine Learning in the Enterprise

This course is part of multiple programs.

Taught in English

32,164 already enrolled

Included with Coursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.6

(1,447 reviews)

|

82%

Intermediate level
Some related experience required
16 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Describe data management, governance, and preprocessing options

  • Identify when to use Vertex AutoML, BigQuery ML, and custom training

  • Implement Vertex Vizier Hyperparameter Tuning

  • Explain how to create batch and online predictions, setup model monitoring, and create pipelines using Vertex AI

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

(1,447 reviews)

|

82%

Intermediate level
Some related experience required
16 hours (approximately)
Flexible schedule
Learn at your own pace

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

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Build your subject-matter expertise

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
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  • Develop job-relevant skills with hands-on projects
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There are 7 modules in this course

This module provides an overview of the course and its objectives.

What's included

1 video

This module discusses the ML enterprise workflow and the purpose of each step.

What's included

2 videos1 reading1 quiz

This module reviews Google’s enterprise data management and governance tools: Feature Store, Data Catalog, Dataplex, and Analytics Hub.

What's included

9 videos1 reading1 quiz1 app item

This module reviews the art and science of machine learning and neural networks. We'll also discuss how to train custom ML models using Vertex AI.

What's included

7 videos2 readings1 quiz1 app item

In this module we discuss how to do hyperparameter tuning using Vertex AI Vizier.

What's included

3 videos1 reading1 quiz1 app item

This module covers Vertex AI prediction and model monitoring. We'll first discuss batch and online predictions using pre-built and custom containers, then we'll review model monitoring, which is a service that helps manage the performance of your ML models.

What's included

4 videos1 reading1 quiz1 app item

This module discusses Vertex AI pipelines and how to build them to orchestrate your ML workflow.

What's included

3 videos2 readings1 quiz2 app items

Instructor

Instructor ratings
4.6 (78 ratings)
Google Cloud Training
Google Cloud
1,306 Courses2,496,185 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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Learner reviews

Showing 3 of 1447

4.6

1,447 reviews

  • 5 stars

    70.83%

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    22.66%

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    4.42%

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  • 1 star

    1.17%

KR
5

Reviewed on Jun 22, 2020

TA
5

Reviewed on Oct 10, 2018

SG
5

Reviewed on Sep 11, 2018

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