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

4.8
stars
3,317 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

EW

Nov 15, 2024

I learned many new perspective on how I can build my machine learning product and some pitfalls that could happen. It gives me fundamental on how do I design my product better.

NN

Jul 11, 2021

I​ntroduces you to the basics of MLOps in a well paced mannar. Would request to add more examples of structured data sets, as many companies usually are dealing with the related problems.

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451 - 475 of 577 Reviews for Machine Learning in Production

By Lahiru D

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Aug 3, 2022

Great work

By Mariana M S

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Jul 24, 2022

incredible

By Luis C M R

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Jan 7, 2022

Excellent!

By Ganta N

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Feb 7, 2024

Very Good

By Rajesh S

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Dec 10, 2023

Very Good

By Fernando E M M

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Jul 31, 2023

Fantastic

By Gonzalo S S

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Jul 31, 2023

Very good

By Koraldo K

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Aug 6, 2022

Fantastic

By Anugraha S

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Mar 17, 2022

Wonderful

By EDUARDO S

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Nov 7, 2021

Excellent

By VENKATA S R K

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Sep 7, 2021

very good

By Thành H Đ T

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Jul 29, 2021

thank you

By Roberto C

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Jun 19, 2021

Excellent

By Ramil J

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May 22, 2021

Fantastic

By Nicolas P d O

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Jul 2, 2025

Amazing!

By Jayant K

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Jul 8, 2024

Loved it

By Marcelo B

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Jan 10, 2022

AMAZING!

By Vyacheslav K

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May 25, 2021

Perfect!

By puneet g

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Jan 23, 2023

Awesome

By Khizar S

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Jun 7, 2021

love it

By Amin T

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Jul 5, 2021

Great!

By degreeuserdf t

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Jun 3, 2024

Great

By Diyorbek T

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May 7, 2023

super

By Atif F

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Jun 27, 2022

great