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Learner Reviews & Feedback for Machine Learning Foundations for Product Managers by Duke University

4.7
stars
672 ratings

About the Course

In this first course of the AI Product Management Specialization offered by Duke University's Pratt School of Engineering, you will build a foundational understanding of what machine learning is, how it works and when and why it is applied. To successfully manage an AI team or product and work collaboratively with data scientists, software engineers, and customers you need to understand the basics of machine learning technology. This course provides a non-coding introduction to machine learning, with focus on the process of developing models, ML model evaluation and interpretation, and the intuition behind common ML and deep learning algorithms. The course will conclude with a hands-on project in which you will have a chance to train and optimize a machine learning model on a simple real-world problem. At the conclusion of this course, you should be able to: 1) Explain how machine learning works and the types of machine learning 2) Describe the challenges of modeling and strategies to overcome them 3) Identify the primary algorithms used for common ML tasks and their use cases 4) Explain deep learning and its strengths and challenges relative to other forms of machine learning 5) Implement best practices in evaluating and interpreting ML models...

Top reviews

SS

Oct 16, 2023

Project at end of program was very good learning opportunity. Well done overall !! Highly recommend for non DS professionals working closely with DS projects.

GC

Apr 20, 2023

Great introduction to the concepts and I am glad it has the model building/training exercise at the end since it made the overall course much more meaningful.

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126 - 150 of 206 Reviews for Machine Learning Foundations for Product Managers

By G. E

•

Jun 28, 2024

Enjoyed it. A lot of interesting topics covered.

By Preeti R

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Sep 22, 2025

Thanks. Look to cohort with like minded groups

By Lovin A

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Dec 9, 2023

Best course on AI product management so far :)

By Jatin G

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Mar 9, 2024

Amazing quality of content and teaching way.

By Kris B

•

Nov 18, 2024

great training, both theory and practice

By SARTHAK K

•

Oct 20, 2024

Great for future PMs looking in AI/ML

By Robin B

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Aug 4, 2024

Very nice understandable introduction

By Amit R

•

May 18, 2024

To the point, with the right content

By Oscar H C

•

Feb 27, 2023

Very detailed and relevant course.

By Saran G

•

Feb 9, 2024

Excellent course. Great lectures.

By Anna T

•

Sep 11, 2025

Very informative and good course

By Chen W

•

Nov 10, 2024

Very thorough and learned a lot!

By Peter

•

Jul 11, 2025

Great just started but love it

By Olga O

•

Nov 9, 2023

I would recommend this course.

By Mike B

•

Feb 25, 2024

Well organized. Great course!

By FELLA P

•

Apr 29, 2023

Great and thorough course

By Hemant A

•

Apr 21, 2024

Good foundational course

By B S P

•

Mar 7, 2022

Very practical to apply

By Pranayvardhan S G

•

Jun 10, 2023

Fantastic Experience

By Ali A

•

Mar 26, 2022

Very useful, indeed.

By gowtham s

•

Nov 14, 2025

Good Starting Point

By bane h

•

Jul 21, 2023

Awesome instructor!

By white

•

Jul 27, 2022

Easy to understand!

By Venkat S M

•

Oct 13, 2025

Very good course