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

4.8
stars
3,318 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 5, 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

DT

Aug 15, 2021

Excellent course, as always. Very well explain for both Data Sicientist, Software engineer and Manager (with some basics undertsanding of ML). One of these courses that Data Sientist should follow.

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401 - 425 of 577 Reviews for Machine Learning in Production

By Rokib B

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Aug 27, 2022

very good, helpfully

By Mustafa A

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Nov 5, 2021

Thanks! So inspiring

By GEETIKA S

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Jul 22, 2021

very nice experience

By Muhammad B

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Nov 25, 2023

exelenct experience

By GUILLERMO R

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May 19, 2023

Excelent Course!!!!

By Mukharbek O

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Aug 15, 2022

Great introduction.

By li v

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Jul 14, 2022

very usefull for me

By vijay n c

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Jul 28, 2021

very helpful course

By Nikita a k

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Jun 1, 2021

it is a best course

By Radhi Y

•

Feb 22, 2025

I highly recommend

By Elian B

•

Jul 31, 2024

Very good insights

By BIVI華

•

Oct 16, 2022

Excellent course

By AG

•

May 6, 2022

excellent course

By chandra /

•

Feb 17, 2022

Very Informative.

By Kasidej C

•

Sep 24, 2021

Clear explanation

By fatih a

•

Jun 9, 2021

Thank you so much

By husam h

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May 24, 2021

Seriously amazing

By Mosaab E B

•

Oct 24, 2024

Greate Course!!!

By Daniel V

•

Nov 28, 2023

Very good course

By Noreen K

•

Sep 23, 2023

great experience

By Jaehee L

•

Jan 9, 2022

very helpful!!!!

By Rohan W

•

Aug 9, 2021

Very informative

By Tushar S

•

Jun 10, 2021

Amazing Course!!

By Miguel A

•

Feb 2, 2022

Great insights.

By zahra e

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Jun 9, 2025

perfect course