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

4.8
stars
3,088 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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176 - 200 of 542 Reviews for Machine Learning in Production

By Jonah M K

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Jun 30, 2021

Great course on the introduction of ML in production. Well presented and useful background information.

By Marija M

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Jul 12, 2021

Beautiful and inspiring overview of hows and whys in any AI project, with hands-on notebook examples.

By Salem S

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May 29, 2022

As always thank you soo much Andrew NG for Making knowledge about machine learning available for all.

By Jiangchun L

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Jun 30, 2021

Thanks for this great course and everything, Andrew! You are awesome, fantastic, great and wonderful!

By iVan D

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Jul 12, 2023

Introductory, but very comprehensive and super pragmatic, full of practical tips and best practices!

By Sreechowdary T

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Aug 5, 2021

Very informative but mostly therory, let me go throught next course in the sequece to work on handon

By Vladislav G V

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Jul 23, 2021

This is another great course by Andrew Ng: clear explanations, great examples, curious case studies!

By Hussein M

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Jun 17, 2021

It is very valuable and includes insights how to handle data, model data and how to deploy ML models

By Hector G

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Apr 13, 2023

I like the course i wish i was gonna use the certificate to get a job but anyway i learned the most

By John M

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Mar 29, 2023

It was a great learning experience for me. I really loved they way it was structured and delivered.

By vadim m

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May 19, 2021

Succinct but full of meaningful examples, holistic approach to MLOps. Well done, Andrew & the team!

By Rodrigo d s

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Jun 7, 2024

Excelent course! Very rich in content, and in details, but also concise and very well explained.

By Varun v t

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Jan 9, 2023

Excellent course to understand the steps for deploying machine learning projects into production

By Hamad U R Q

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Feb 5, 2022

Excellent course. Very easy to understand and most neglected topics. Perfectly compiled course!

By Edgar M

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Feb 2, 2024

I would have liked to see more emphasis on the deployment part but it was great I learned a lot

By Ram S

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Jan 26, 2024

A detailed course which is sufficient to start real deployment of ML in production environment.

By Gang P

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Dec 5, 2023

How Andrew draws any Machine Learning projects might go is just awesome and purely informative.

By Theo G

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Aug 15, 2022

The course content is practical, informative and exciting. I really enjoyed it. Thanks Dr. Ng!

By Aman S

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Jul 8, 2021

Explained in best way helped in understanding the thought process behind setting up ML in prod.

By hadi n

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Feb 14, 2023

This is a great course for those who want to learn about MLOs. Thanks Andrew, thanks Coursera.

By Muhammad K H

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Jul 12, 2022

It was fantastic. A lot was covered which makes me consider it more than just an introduction.

By Zwe Y N

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Sep 25, 2024

its a great course that offer practical useful knowledge of ML in production...Thanks Andrew.

By Reza M

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Aug 31, 2021

This is about the whole picture. What comes around model, or where model is in big picture.

By Chester F

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Mar 2, 2022

Great course for understanding of a complete cycle of model development, highly recommend!

By Erica B

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Nov 28, 2021

Andrew Ng is the mentor I've been searching for! Very grateful for this course, thank you!