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Back to Machine Learning Foundations for Product Managers

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

4.7
stars
665 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

KV

Jun 24, 2023

Great way to get started and introduced to concepts. Project work ensure it covers all the topics taught in the course. Great way to recap and apply concepts to play.

CS

Sep 27, 2024

The course was phenomenal. It provided me with important insights into machine learning functionality and performance. I truly enjoyed completing the final course project.

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201 - 205 of 205 Reviews for Machine Learning Foundations for Product Managers

By ritu j

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Nov 5, 2025

The Content was good but could have been explained better with examples The project does not get graded and you will never receive your certificate as this is a SCAM. There is no way to contact a person if you have any issues.

By Katie G

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Apr 4, 2025

WARNING THIS COURSE HAS MANDATORY VIDEO RECORDINGS YOU HAVE TO DO, WHICH IS VERY INVASIVE

By Lara R B

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Jul 13, 2024

aguardar avalia莽茫o de colegas para o certificado

By Eddie W

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Aug 17, 2024

This was way to deep for product managers

By SABRINA

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Sep 13, 2024

can't complete quiz