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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：

126 - Machine Learning Foundations for Product Managers 的 150 个评论（共 234 个）

创建者 Moses O

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Jan 1, 2024

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

创建者 Suneel K

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Jan 5, 2026

Very well articulated and well prepared for beginners in ML as well

创建者 gorakh w

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Nov 14, 2022

Good Explanations of the concepts and very good presentation notes.

创建者 Nasir H

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May 13, 2025

Course if good for beginners and instructor is very knowledgeable.

创建者 Ankur G

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Feb 3, 2026

It is a very good basic course about Models and machine learning

创建者 Aditya K

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Aug 1, 2025

Amazing course , well structured content effectively delivered

创建者 Jeffrey L

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Mar 5, 2025

Great balance between an introduction and depth of the topics

创建者 Vikas K

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Sep 26, 2022

One of the best course to understand the basics with accuracy

创建者 Nivedita K

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Jul 6, 2023

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

创建者 Bernd H

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Jan 26, 2023

Challenging but very interesting learning. Good foundations!

创建者 Janana T

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Feb 22, 2025

Love the learning approach, the instructor is excellent!

创建者 Tattwa D P

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May 7, 2023

one of the best courses for PM to grasp machine learning

创建者 Faizulla S

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Feb 17, 2025

Good content and presentation, well organized content

创建者 Hemangi D

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Mar 13, 2025

Great Course for product people and engineers alike.

创建者 Jeffrey O

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Oct 6, 2025

Great!! Learning a lot and love the project content

创建者 Shaik S H

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Sep 3, 2025

Very helpful content. Process of the course is good

创建者 Suresh P

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Sep 5, 2025

Provides good information on foundational aspects

创建者 Carla M

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Apr 23, 2025

The instructor is very good, such as the content.

创建者 Claudia H

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Aug 3, 2025

Anspruchsvoll, gute Grundlage zum Einstieg in KI

创建者 G. E

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Jun 28, 2024

Enjoyed it. A lot of interesting topics covered.

创建者 Preeti R

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Nov 22, 2025

Thanks. Look to cohort with like minded groups

创建者 Lovin A

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Dec 9, 2023

Best course on AI product management so far :)

创建者 Jatin G

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Mar 9, 2024

Amazing quality of content and teaching way.

创建者 Kourtney R

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Jan 17, 2026

Love the instructor :) very easy to follow