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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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201 - 225 of 542 Reviews for Machine Learning in Production

By MoChuxian

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May 17, 2021

Learned very useful insights about Machine Learning engineering from Andrew, thanks a lot!

By Pablo S

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Jul 15, 2023

great course to think better on the data side when building and deploying ML applications

By Lúcio R

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Jun 22, 2021

The presented topics were perfect to give a overview the major steps to deploy a ML model

By Arijit J

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Dec 31, 2023

Amazing explanation by Andrew sir. So many conceptual details to discover. Mind blowing.

By Nghĩa P

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Sep 24, 2022

I learn alot from this course. Respect Andrew alot about how he contribute to community

By S. H M

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Jun 5, 2022

It was a very interesting and useful course for me and interesting topics were mentioned

By Karl K

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Apr 19, 2022

Andrew Ng is a tremendous instructor. I felt I learned a lot and in an orderly fashion.

By Deasy I

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Apr 30, 2023

thanks for the instructor. I can understand better about MLOps through this course! :)

By Ivan O C

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Dec 11, 2021

An amanzing and useful introduction to start any ML project in a industrial context...

By Alejandro C

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Jun 4, 2022

All the concepts are explained clearly and the best practices exposed are well useful

By Juan J M B

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Mar 29, 2024

Its a great course to get started on conceptualization of a machine learning project

By Kanav K

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Feb 26, 2024

basic but good introduction and reminder of key metrics when applying ML practically

By Arian N

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Feb 10, 2022

Invaluable guidance on how to approach production-grade projects. Loved the course!

By Nitin M

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May 30, 2021

Very useful and complex material made easy to understand by an excellent instructor!

By Susanna H

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Oct 17, 2024

Explained so clearly and well! I learned a great deal. Very thoughtfully created!

By Max K

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Jul 26, 2022

Instructor provide easy-to-understand concepts and shows actual results concretely!

By Nikolina K

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Jun 1, 2021

Very useful topics covered! Andrew explains in a clear way, with a lot of examples.

By Sunwaee

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May 17, 2021

Excellent course, as always. That's a really good introduction to ML in production.

By manish d

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Jul 16, 2024

One of the best courses for MLOps, easily understandable, begineer friendly course

By Bryan L

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Sep 17, 2022

very helpful content! it gives a holistic view on the whole ML project lifecycle.

By AserGarcia

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Jun 7, 2021

Great introductory course on the operations to keep a system afloat in production.

By Eddie M

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Apr 2, 2022

Very clear and concise, incredibly valuable knowledge and techniques. Thank you.

By Endre H

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Feb 6, 2022

The optional lecture was realy a good additional value of this course. Thank you!

By Steven I

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Sep 28, 2021

The flow of this course and explanation with examples, made learning quite easy,