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Google Cloud

Machine Learning in the Enterprise

This course is part of multiple programs.

33,425 already enrolled

Included with Coursera Plus

Gain insight into a topic and learn the fundamentals.
4.6

(1,472 reviews)

Intermediate level
Some related experience required
Flexible schedule
Approx. 19 hours
Learn at your own pace
81%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.6

(1,472 reviews)

Intermediate level
Some related experience required
Flexible schedule
Approx. 19 hours
Learn at your own pace
81%
Most learners liked this course

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

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Assessments

6 assignments

Taught in English

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There are 10 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 assignment

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 assignment1 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 assignment1 app item

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

What's included

3 videos1 reading1 assignment1 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 assignment1 app item

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

What's included

3 videos2 readings1 assignment2 app items

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

What's included

5 videos1 reading

This module is a summary of the Machine Learning in the Enterprise course.

What's included

4 readings

This module is a summary of the Machine Learning on Google Cloud course series.

What's included

1 video1 reading

Instructor

Instructor ratings
4.6 (81 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 1472

4.6

1,472 reviews

  • 5 stars

    70.85%

  • 4 stars

    22.62%

  • 3 stars

    4.41%

  • 2 stars

    0.88%

  • 1 star

    1.22%

KR
5

Reviewed on Jun 22, 2020

MJ
5

Reviewed on Jul 28, 2018

TA
5

Reviewed on Oct 10, 2018

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