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

4.8
stars
3,333 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

EG

May 19, 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!

PK

Jan 8, 2023

Excellent course! Andrew Ng is an exceptional human being. His teaching skill are impeccable and you as a student actually are interested in what he's telling you and learn more.

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326 - 350 of 578 Reviews for Machine Learning in Production

By MiX_

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Feb 7, 2025

A complete useful course with a great teacher

By Mouad L

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Dec 10, 2021

Andrew Ng is the best instructor in the world

By wendy

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Oct 2, 2021

Excellent !, easy to follow and practical ...

By Pankaj K

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Aug 1, 2022

Practical ML knowledge delived very clearly!

By BESTA K

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Jan 3, 2022

i know about this language is more knowledge

By Hieu D T

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Aug 14, 2021

Great work! Very informative and eye-opening

By Gaby S

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Feb 23, 2023

love it, thanks so much for the insights!

By Saad

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Jun 10, 2022

Thanks alot for such an awesome content.

By Meng C

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Jan 13, 2022

Nice intro building up the basic mindset.

By Puspa k o

•

Apr 19, 2025

a great course to start about MLOPS with

By Robert M

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Jan 1, 2025

Machine learning with AI is very helpful

By VARUN S

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Jan 13, 2022

very nice introductory course for mlops.

By fernandes m

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Sep 24, 2021

The first course of MLOps, and the best.

By S R

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Aug 1, 2021

Nice introduction ML production issues.

By Shreyas R C

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Jul 15, 2021

Great learning, thanks to Andrew Ng Sir

By Anuj S

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Jan 21, 2025

I lIked This Course It Is Very Helpful.

By Paresha U

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Aug 4, 2024

great insight from the course to learn.

By Paulo F S L

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Aug 1, 2021

Clear, objective and practical course!

By Albeiro E

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Jun 27, 2021

Amazing work, thank you DeepLearning.ai

By Heshini A

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Jun 7, 2025

Practical points are brought to light.

By Kamal R

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Oct 12, 2021

Great Course. Well structured contents

By Ruan L D

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Jul 8, 2021

Great!! I love learning using examples

By Danylo P

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Jun 18, 2021

Much of useful information & insights!

By Vinayak G

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Jul 25, 2023

Excellent course and study materials.

By András B

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Jun 26, 2023

Excellent course, highly recommended!