Chevron Left
Back to Machine Learning Foundations for Product Managers

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

4.7
stars
714 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

JE

Dec 16, 2023

I thought the course had a good pace and was informative. I should have took advantage of the discussion forums more to ask some questions. Doing the project brought even more questions.

RR

Jan 7, 2024

As a foundation is pretty good. It can be a bit difficult the part of the algebra and the final project, but they provided instructions on how to do it. Just follow the instructions.

Filter by:

126 - 150 of 221 Reviews for Machine Learning Foundations for Product Managers

By Bernd H

•

Jan 26, 2023

Challenging but very interesting learning. Good foundations!

By Janana T

•

Feb 22, 2025

Love the learning approach, the instructor is excellent!

By Tattwa D P

•

May 7, 2023

one of the best courses for PM to grasp machine learning

By Faizulla S

•

Feb 17, 2025

Good content and presentation, well organized content

By Hemangi D

•

Mar 13, 2025

Great Course for product people and engineers alike.

By Jeffrey O

•

Oct 6, 2025

Great!! Learning a lot and love the project content

By Shaik S H

•

Sep 3, 2025

Very helpful content. Process of the course is good

By Suresh P

•

Sep 5, 2025

Provides good information on foundational aspects

By Carla M

•

Apr 23, 2025

The instructor is very good, such as the content.

By Claudia H

•

Aug 4, 2025

Anspruchsvoll, gute Grundlage zum Einstieg in KI

By G. E

•

Jun 28, 2024

Enjoyed it. A lot of interesting topics covered.

By Preeti R

•

Nov 22, 2025

Thanks. Look to cohort with like minded groups

By Lovin A

•

Dec 9, 2023

Best course on AI product management so far :)

By Jatin G

•

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

•

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.