Google Cloud
Machine Learning Operations (MLOps): Getting Started
Google Cloud

Machine Learning Operations (MLOps): Getting Started

35,651 already enrolled

Included withCoursera Plus

Course

Gain insight into a topic and learn the fundamentals

4.0

(424 reviews)

|

92%

Intermediate level

Recommended experience

2 hours (approximately)
Flexible schedule
Learn at your own pace

What you'll learn

  • Identify and use core technologies required to support effective MLOps.

  • Adopt the best CI/CD practices in the context of ML systems.

  • Configure and provision Google Cloud architectures for reliable and effective MLOps environments.

  • Implement reliable and repeatable training and inference workflows.

Details to know

Earn a career certificate

Add to your LinkedIn profile

Assessments

2 quizzes

Taught in English

Course

Gain insight into a topic and learn the fundamentals

4.0

(424 reviews)

|

92%

Intermediate level

Recommended experience

2 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 Machine Learning expertise

This course is part of the Preparing for Google Cloud Certification: Machine Learning Engineer Professional Certificate
When you enroll in this course, you'll also be enrolled in this Professional Certificate.
  • 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 from Google Cloud
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Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

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There are 4 modules in this course

This module provides the overview of the course

What's included

1 video

ML practitioners’ pain points, The concept of DevOps in ML, The three phases of the ML lifecycle, Automating the ML process

What's included

5 videos1 reading1 quiz

What is Vertex AI and why does a unified platform matter?, Introduction to MLOps on Vertex AI, How does Vertex AI help with the MLOps workflow? Part 1, How does Vertex AI help with the MLOps workflow? Part 2

What's included

6 videos1 reading1 quiz1 app item

Summary

What's included

1 video1 reading

Instructor

Instructor ratings
4.2 (159 ratings)
Google Cloud Training
Google Cloud
1,454 Courses2,603,205 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

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Learner reviews

Showing 3 of 424

4.0

424 reviews

  • 5 stars

    48.11%

  • 4 stars

    25.70%

  • 3 stars

    14.62%

  • 2 stars

    4.48%

  • 1 star

    7.07%

JS
4

Reviewed on Jul 16, 2023

TK
5

Reviewed on Feb 19, 2021

SR
4

Reviewed on Feb 14, 2021

New to Machine Learning? Start here.

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