DeepLearning.AI
Deploying Machine Learning Models in Production
DeepLearning.AI

Deploying Machine Learning Models in Production

This course is part of Machine Learning Engineering for Production (MLOps) Specialization

Taught in English

Some content may not be translated

Laurence Moroney
Robert Crowe

Instructors: Laurence Moroney

32,160 already enrolled

Course

Gain insight into a topic and learn the fundamentals

4.5

(318 reviews)

|

85%

Advanced level

Recommended experience

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

Details to know

Shareable certificate

Add to your LinkedIn profile

Assessments

15 quizzes

Course

Gain insight into a topic and learn the fundamentals

4.5

(318 reviews)

|

85%

Advanced level

Recommended experience

32 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 part of the Machine Learning Engineering for Production (MLOps) Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • 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
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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

Learn how to make your ML model available to end-users and optimize the inference process

What's included

7 videos7 readings3 quizzes2 app items

Learn how to serve models and deliver batch and real-time inference results by building scalable and reliable infrastructure

What's included

8 videos8 readings6 quizzes3 app items

Learn how to implement ML processes, pipelines, and workflow automation that adhere to modern MLOps practices, which will allow you to manage and audit your projects during their entire lifecycle

What's included

9 videos10 readings3 quizzes2 app items1 ungraded lab

Establish procedures to detect model decay and prevent reduced accuracy in a continuously operating production system

What's included

13 videos9 readings3 quizzes1 app item

Instructors

Instructor ratings
4.6 (85 ratings)
Laurence Moroney
DeepLearning.AI
15 Courses482,820 learners

Offered by

DeepLearning.AI

Recommended if you're interested in Machine Learning

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Showing 3 of 318

4.5

318 reviews

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    70.62%

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    20.31%

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  • 1 star

    2.81%

EB
5

Reviewed on Feb 5, 2022

RF
5

Reviewed on Sep 19, 2022

SD
5

Reviewed on Jan 5, 2023

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