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返回到 Machine Learning Foundations for Product Managers

学生对 Duke University 提供的 Machine Learning Foundations for Product Managers 的评价和反馈

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759 个评分

课程概述

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...

热门审阅

KV

Jun 23, 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.

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.

筛选依据：

151 - Machine Learning Foundations for Product Managers 的 175 个评论（共 234 个）

创建者 Kris B

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Nov 18, 2024

great training, both theory and practice

创建者 SARTHAK K

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Oct 20, 2024

Great for future PMs looking in AI/ML

创建者 Robin B

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Aug 4, 2024

Very nice understandable introduction

创建者 Amit R

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May 18, 2024

To the point, with the right content

创建者 Oscar H C

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Feb 27, 2023

Very detailed and relevant course.

创建者 Saran G

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Feb 8, 2024

Excellent course. Great lectures.

创建者 Anna T

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Sep 11, 2025

Very informative and good course

创建者 Chen W

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Nov 10, 2024

Very thorough and learned a lot!

创建者 Peter

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Jul 11, 2025

Great just started but love it

创建者 Olga O

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Nov 9, 2023

I would recommend this course.

创建者 Mike B

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Feb 25, 2024

Well organized. Great course!

创建者 FELLA P

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Apr 29, 2023

Great and thorough course

创建者 Hemant A

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Apr 21, 2024

Good foundational course

创建者 B S P

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Mar 7, 2022

Very practical to apply

创建者 Pranayvardhan S G

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Jun 10, 2023

Fantastic Experience

创建者 Ali A

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Mar 25, 2022

Very useful, indeed.

创建者 gowtham s

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Nov 14, 2025

Good Starting Point

创建者 bane h

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Jul 21, 2023

Awesome instructor!

创建者 white

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Jul 27, 2022

Easy to understand!

创建者 Venkat S M

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Oct 13, 2025

Very good course

创建者 RAJESH M

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Apr 22, 2024

Excellent course

创建者 Wayne S

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Sep 23, 2025

Great Learning

创建者 Hina F

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Dec 26, 2024

WORTH LEARNING

创建者 Milind G

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Mar 13, 2024

Amazing course

创建者 Kyle L

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Apr 4, 2023

Great course!