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

4.7
stars
590 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

LS

Apr 28, 2023

Good introduction to Machine Learning, which developed further with the ML course project. Overall good learning experience and continuing on with the next course in the specialisation.

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.

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101 - 125 of 186 Reviews for Machine Learning Foundations for Product Managers

By Marjorie L

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Mar 1, 2024

The professor was very knowledgeable of the material, easy to understand,

By deepak l

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Dec 12, 2024

Helped in understanding the basic steps in ML based Products Management.

By Moses O

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Jan 1, 2024

All modules are easy to understand, my knowledge has greatly improve

By gorakh w

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Nov 14, 2022

Good Explanations of the concepts and very good presentation notes.

By Nasir H

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May 13, 2025

Course if good for beginners and instructor is very knowledgeable.

By Aditya K

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Aug 1, 2025

Amazing course , well structured content effectively delivered

By Jeffrey L

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Mar 5, 2025

Great balance between an introduction and depth of the topics

By Vikas K

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Sep 26, 2022

One of the best course to understand the basics with accuracy

By Nivedita K

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Jul 7, 2023

Very well explained..the projects and examples are engaging.

By Bernd H

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Jan 26, 2023

Challenging but very interesting learning. Good foundations!

By Janana T

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Feb 22, 2025

Love the learning approach, the instructor is excellent!

By Tattwa D P

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May 7, 2023

one of the best courses for PM to grasp machine learning

By Faizulla S

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Feb 17, 2025

Good content and presentation, well organized content

By Hemangi D

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Mar 13, 2025

Great Course for product people and engineers alike.

By Carla M

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Apr 23, 2025

The instructor is very good, such as the content.

By Claudia H

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Aug 4, 2025

Anspruchsvoll, gute Grundlage zum Einstieg in KI

By G. E

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Jun 28, 2024

Enjoyed it. A lot of interesting topics covered.

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

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Nov 18, 2024

great training, both theory and practice

By SARTHAK K

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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

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May 18, 2024

To the point, with the right content

By Oscar H C

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Feb 27, 2023

Very detailed and relevant course.