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

4.8
stars
3,316 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

RG

Jun 4, 2021

really a great course. It'll really change your way of thinking ML in production use and will help you better understand how can you leverage the power of ML in a way that I'll really create a value

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!

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301 - 325 of 577 Reviews for Machine Learning in Production

By Biju K

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Jul 23, 2021

One can gain a lot of benefit from Andrew's experience.

By Nikunj

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May 21, 2021

Awesome Course. Will surely help me in the near Future.

By prajwal c n

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Sep 29, 2022

Awesome. Mr. Andrew is damn good and so his content.

By Rémi M

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Jun 21, 2021

Robust and efficient frameworks to conduct ML projects

By Jitendra S

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Jun 3, 2021

Excellent piece of work . Many Thanks to Mr. Andrew Ng

By Alex D

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Dec 20, 2021

Great course!

Really useful if you are a ML engineer

By Jitender S V

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Jul 19, 2021

Thank you for this awsome course. Learned so much :)

By Ibrahim A G

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May 26, 2023

I think it's a great course with an excellent tutor.

By Jefferson J A E

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Mar 14, 2023

Invaluable consejos desde la experiencia, muy bueno!

By aanand l

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Sep 29, 2022

Andrew Ng at his best !

Crisp and clear introducion

By Arunjith

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Sep 21, 2021

A lot of insights in a very short investment of time

By Amit U

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Jun 13, 2021

great learning ,thanks Andrew for such deep insight.

By Liang L

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Jun 12, 2021

Very useful systematic view of the whole ML process.

By Amirhosein S d

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Aug 5, 2022

such a wonderfull wih a lot of information to learn

By Mahir P

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Aug 25, 2024

Learned a lot, very much unique course in AI field

By Anup K D

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May 13, 2022

Excellent to learn how to deploy a real ML system.

By Goga

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Feb 23, 2022

Learning from Mr Andrew Ng is MINING OF THE GOLD!!

By Loc L

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Jan 8, 2022

Great course for introduction to ML in production

By Héctor L

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May 21, 2021

Amazing, invaluable knowledge as always. Thanks!

By Muhammad F

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Jan 22, 2024

Great source for initial stage learner of MLOps

By ArSlan M

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Feb 8, 2023

A great course for getting into field of MLOPS

By Parma R R

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Jun 9, 2022

Such a great course! Thank you Mr. Andrew Ng!!

By Patricio C

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May 23, 2021

A very good first course in this Specialization

By Arthur L K L

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Aug 24, 2021

add more animations would be better. Thankyou!

By MiX_

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Feb 7, 2025

A complete useful course with a great teacher