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Learner Reviews & Feedback for Machine Learning in Production by DeepLearning.AI

4.8
stars
3,358 ratings

About the Course

In this Machine Learning in Production course, you will build intuition about designing a production ML system end-to-end: project scoping, data needs, modeling strategies, and deployment patterns and technologies. You will learn strategies for addressing common challenges in production like establishing a model baseline, addressing concept drift, and performing error analysis. You’ll follow a framework for developing, deploying, and continuously improving a productionized ML application. Understanding machine learning and deep learning concepts is essential, but if you’re looking to build an effective AI career, you need experience preparing your projects for deployment as well. Machine learning engineering for production combines the foundational concepts of machine learning with the skills and best practices of modern software development necessary to successfully deploy and maintain ML systems in real-world environments. Week 1: Overview of the ML Lifecycle and Deployment Week 2: Modeling Challenges and Strategies Week 3: Data Definition and Baseline...

Top reviews

AR

May 19, 2021

This is a great course to learn many practical procedures and techniques, to apply ML algorithms to real world problems and do it well, by avoiding common mistakes and deliver value.

EG

May 20, 2021

Excellent course, as always! Many thanks! Great combination of theory + notebooks with practical examples.Everything is perfectly structured. I will recommend this course to everyone!

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426 - 450 of 580 Reviews for Machine Learning in Production

By Tushar S

•

Jun 9, 2021

Amazing Course!!

By Miguel A

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Feb 2, 2022

Great insights.

By zahra e

•

Jun 9, 2025

perfect course

By boutelis m

•

Aug 10, 2024

Amazing course

By Alessandro L

•

Jun 7, 2022

Great course!

By Andrey M

•

Apr 22, 2022

good intro!!!

By Tuan L

•

Jul 31, 2021

Thanks for the

By Enrique A

•

May 29, 2021

Thank Coursera

By Miguel O R

•

Jan 10, 2025

Great course!

By Salih S

•

Oct 1, 2024

It is perfect

By NIKHIL M H

•

Mar 27, 2024

Good learning

By Sandeep K

•

Feb 20, 2023

Great helpful

By Roberto A

•

Jul 12, 2022

Great course!

By Aya A

•

Jun 27, 2022

was very good

By Jacó J

•

Feb 24, 2022

Great course!

By Aeon O

•

Dec 23, 2021

Great course

By Shan-Jyun W

•

Aug 31, 2021

Great course!

By Viktor K

•

Aug 2, 2021

Wonderfull!!!

By Rafa G G

•

Jul 23, 2021

Nice and fast

By Diyako S

•

Jul 20, 2022

great course

By Serhan Ç

•

Aug 2, 2021

Sensational!

By Shah F

•

May 3, 2025

Best course

By Jonathan P O

•

Jun 29, 2024

Good course

By Muhammad F

•

Jul 22, 2023

nice course

By Yasir M

•

Jul 6, 2023

good course