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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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376 - 400 of 577 Reviews for Machine Learning in Production

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

•

Feb 7, 2025

Valuable content! Thanks

By shaalini . s

•

Nov 1, 2022

very great certification

By Mohammad A A

•

Nov 29, 2023

شكرا stc شكرا coursera.

By Quang H T

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Feb 17, 2023

This is a great course.

By Mohammed A Q

•

Sep 29, 2021

just one word. Awesome!

By Eugene K

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Nov 10, 2024

Just excellent course!

By Abhishek R

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Jul 15, 2024

Really well explained.

By Kenneth N

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Jun 27, 2022

exceptional by andrew.

By Vinit

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Jan 10, 2022

Very nicely explained

By Deleted A

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Aug 18, 2021

Prof. Ng is the best!

By Justin H

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Aug 4, 2023

Andrew Ng. The best.

By Xuân B L

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Nov 2, 2022

Thank Andrew Ng much.

By Brighter A

•

Aug 6, 2022

top-notch training!!!

By EMO S L

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Sep 17, 2021

Excellent course !!!!

By Abhishek S

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Mar 19, 2024

Andrew NG is Awesome

By Aero

•

May 30, 2023

A good introduction!