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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

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!

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

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351 - 375 of 577 Reviews for Machine Learning in Production

By Saumya S

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Feb 9, 2022

Requires basic knowledgo of ML and DL

By Kiran K

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Jul 7, 2021

The Course is good, but total theory,

By François R

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May 8, 2023

Excellant overview of the ML process

By Sanghavi V

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Feb 23, 2023

Great start for MLops understanding!

By elnur

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Dec 8, 2021

one of the greatest courses on MLOPs

By Kostas C

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Oct 12, 2021

Great course as always from Andrew!!

By Alberto L

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Feb 26, 2023

This course has a very good content

By Gustavo A

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Jan 31, 2022

well paced and complete material :)

By Khaerul U

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Dec 23, 2021

very very insightful! Thanks Andrew

By MALEK B

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Jul 1, 2021

In a simple word A mindset changer.

By Daniel N

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Jun 15, 2021

A great and helpful course to take!

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 S

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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 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