Learner Reviews & Feedback for Managing Machine Learning Projects by Duke University
About the Course
Top reviews
JI
Jul 10, 2024
I like this course; it is very informative. I learned a lot of useful concepts, and I reinforced much of what I knew. I recommend this course, even if is just for fun.
RG
Sep 3, 2023
The peer rating for the final project is interesting, if someone who does not get what is being asked for the final project is going to rate my final project. Saw some interesting examples.
76 - 98 of 98 Reviews for Managing Machine Learning Projects
By RANABEER K B
•Apr 11, 2025
NICE
By mohammed k
•Apr 16, 2024
good
By Shaik H
•Apr 17, 2023
E
By M . k R
•Oct 16, 2023
.
By Marnie C
•May 6, 2024
Highly informative course. I'm grateful for this course because it made me think about a lot of things I think I would've missed were I to just try managing an ML project for the first time. It's clear that there are additional considerations in ML projects that aren't present in standard software product management. I would've like if they had provided some examples on how a deep learning project (like photo identification) might be different than a simpler model like regression from the product management perspective. The other improvement I think would've been more actual multiple-choice tests at the end of each chapter - the "discussion" tests are helpful to a degree for thinking through the information, but you don't get any feedback on them. I'd actually like something that tests whether or not I'm learning the material as well. But overall, for people who are genuinely dedicated to learning about ML projects, this was a helpful course.
By Ravi G
•Sep 4, 2023
The peer rating for the final project is interesting, if someone who does not get what is being asked for the final project is going to rate my final project. Saw some interesting examples.
By Aditya A
•Dec 30, 2024
I found this course more useful than the first course in the specialization - it followed a better structure and spent the right amount of time in various aspects of managing the course.
By Swapnil D
•Aug 19, 2025
Can be more hands on .. . like take a problem and work it out alonside. Most Product managers never move beyond linear regression models. So, that will be helpful.
By RENE J E
•Mar 28, 2024
The course provides valuable tools for managing projects in this field. I am confident that I will use these methodologies in future projects.
By Nimesh K
•Oct 29, 2025
Well structured content. Although GenAI part completely missing from the course.
By Eslam E
•Apr 4, 2024
It is useful, practical and has helped me complete many tasks
By Adebayo T
•Mar 18, 2026
Very good instructor
By Vaibhav V
•Jan 15, 2026
amazing course
By ABDOULAYE K B
•Nov 4, 2024
TRES BIEN
By SEIKH S M
•Apr 26, 2025
Good
By RAJA K N
•Apr 19, 2025
Good
By Arabinda p
•Feb 22, 2026
...
By bimalendu b
•Mar 27, 2025
Ok
By Sassou
•Mar 12, 2026
Less interesting than the first one. There's less useful information that you can't just get from experience. It might be interesting for students or Junior Product Managers who have never experienced a real IT Project, but it is quasi useless for experienced PM or PO who want to focus on AI Project. Also, there are less interactive steps, and the tests aren't real tests. It's there, and it re(hashes a lot of basis, which can be good, but I had hoped for more focus on the actual steps and tasks. I hope Course 3 will lift it back up
By Patrick G
•Apr 19, 2026
Good course actually, but having to turn in a video as a graded assessment instead of text is a very awkward decision. It takes much more time and not everyone is comfortable to put his face into a more or less public video.
By Subash C S
•May 22, 2025
Very nice
By 21PCT09 M
•Sep 29, 2025
Nice
By Ronnie B
•Apr 21, 2026
as an actual product manager, not a programmer or someone aspiring to be a programmer, I found this course utterly useless. there wasn't any information in it that could be even generously describe as relevant for PMs, and ALL of the best practices mentioned could be simply be summarised by "don't be an idiot!" if this was the first course in the specialisation, I would have NEVER made it even halfway through!