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

4.8
stars
3,222 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

DT

Aug 14, 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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351 - 375 of 559 Reviews for Machine Learning in Production

By Eliah M

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Jun 4, 2021

Awesome content, easily understood.

By amadou d

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May 17, 2021

Excellent as always with Andrew!!!!

By Aldo G N

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May 27, 2024

Corso esaustivo e ricco di esempi.

By Shames Y

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Nov 7, 2023

Enjoyed every bit of this course.

By sardar m

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Oct 3, 2022

Best Course about MLOPS beginners

By Manuel T V

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Apr 3, 2022

Great and teach concepts clearly.

By Melanie J B

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Sep 16, 2021

Informative and enjoyable. Thanks.

By Md T H

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Jan 9, 2024

The topic was clearly explained.

By oyenola p

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Nov 4, 2022

Great course by Doctor Andrew Ng

By Otávio G

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Feb 20, 2022

Excelent introduction to MlOps!

By Gourav S

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Aug 10, 2021

As always Andrew at his best :)

By ZA D M

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Jul 19, 2021

Good course, easy to understand!

By Parth D

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Jan 19, 2022

Best so far by Deeplearning.ai

By Zhassulan S

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Aug 19, 2021

great course in intro for mlops

By Sayantan S

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Aug 28, 2022

great landing course for MLOps

By Maharib A

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Mar 8, 2022

Amazing I Like Feel Very Happy

By Juan B G

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Apr 18, 2024

The teacher talks very clear.

By Javier G R

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Oct 27, 2023

Me ha gustado mucho el curso.

By Sarthak

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Apr 10, 2022

Great Explanation of Concepts

By Santiago C V

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Jan 15, 2023

Andrew Ng is great as always

By Harsh V

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Sep 21, 2021

Clearly explained everything

By André S

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Sep 12, 2021

Solid and useful. Thank you!

By Ivana L

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Dec 26, 2024

Excellent and very useful.

By Vasyl L

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Feb 7, 2025

Valuable content! Thanks

By shaalini . s

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Nov 1, 2022

very great certification