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

Machine Learning Operations (MLOps): Getting Started

36,746 already enrolled

Gain insight into a topic and learn the fundamentals.
4.0

(435 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 2 hours
Learn at your own pace
92%
Most learners liked this course
Gain insight into a topic and learn the fundamentals.
4.0

(435 reviews)

Intermediate level

Recommended experience

Flexible schedule
Approx. 2 hours
Learn at your own pace
92%
Most learners liked this course

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

Shareable certificate

Add to your LinkedIn profile

Assessments

2 quizzes

Taught in English

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

Placeholder

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
Placeholder
Placeholder

Earn a career certificate

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

Share it on social media and in your performance review

Placeholder

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 (161 ratings)
Google Cloud Training
Google Cloud
1,603 Courses2,700,801 learners

Offered by

Google Cloud

Recommended if you're interested in Machine Learning

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

Showing 3 of 435

4.0

435 reviews

  • 5 stars

    48.64%

  • 4 stars

    25.67%

  • 3 stars

    14.18%

  • 2 stars

    4.72%

  • 1 star

    6.75%

JS
4

Reviewed on Jul 16, 2023

TK
5

Reviewed on Feb 19, 2021

SC
5

Reviewed on Jul 6, 2021

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions