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

4.8
stars
3,231 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鈥檒l 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鈥檙e 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 559 Reviews for Machine Learning in Production

By BIVI鑿�

鈥�

Oct 16, 2022

Excellent course

By AG

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May 6, 2022

excellent course

By chandra /

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Feb 17, 2022

Very Informative.

By Kasidej C

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Sep 24, 2021

Clear explanation

By fatih a

鈥�

Jun 9, 2021

Thank you so much

By husam h

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May 24, 2021

Seriously amazing

By Mosaab E B

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Oct 24, 2024

Greate Course!!!

By Daniel V

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Nov 28, 2023

Very good course

By Noreen K

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Sep 23, 2023

great experience

By Jaehee L

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Jan 8, 2022

very helpful!!!!

By Rohan W

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Aug 9, 2021

Very informative

By Tushar S

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Jun 10, 2021

Amazing Course!!

By Miguel A

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Feb 2, 2022

Great insights.

By boutelis m

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Aug 10, 2024

Amazing course

By Alessandro L

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Jun 8, 2022

Great course!

By Andrey M

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Apr 22, 2022

good intro!!!

By Tuan L

鈥�

Jul 31, 2021

Thanks for the

By Enrique A M

鈥�

May 29, 2021

Thank 糖心vlog官网观看

By Miguel O R

鈥�

Jan 11, 2025

Great course!

By Salih S

鈥�

Oct 1, 2024

It is perfect

By NIKHIL M H

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Mar 27, 2024

Good learning

By Sandeep K

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Feb 21, 2023

Great helpful

By Roberto A

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Jul 12, 2022

Great course!

By Aya A

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Jun 27, 2022

was very good

By Jac贸 J

鈥�

Feb 24, 2022

Great course!