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学生对 Duke University 提供的 Managing Machine Learning Projects 的评价和反馈

4.8
339 个评分

课程概述

This second course of the AI Product Management Specialization by Duke University's Pratt School of Engineering focuses on the practical aspects of managing machine learning projects. The course walks through the keys steps of a ML project from how to identify good opportunities for ML through data collection, model building, deployment, and monitoring and maintenance of production systems. Participants will learn about the data science process and how to apply the process to organize ML efforts, as well as the key considerations and decisions in designing ML systems. At the conclusion of this course, you should be able to: 1) Identify opportunities to apply ML to solve problems for users 2) Apply the data science process to organize ML projects 3) Evaluate the key technology decisions to make in ML system design 4) Lead ML projects from ideation through production using best practices...

热门审阅

GG

Jul 27, 2023

Mostly basic product and project management with the right focus on the twists for ML to keep in mind. Great course.

LR

Jun 29, 2023

I appreciate the use cases that were shared throughout the course. It helped tremendously.

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51 - Managing Machine Learning Projects 的 75 个评论(共 89 个)

创建者 Paul E

Jan 15, 2024

Great level of detail, very practical!

创建者 Derek Z

Sep 22, 2025

Practical, concise and clear teaching

创建者 Chaitra P

May 25, 2024

Well thought course. Thank you Jon

创建者 Saran G

Feb 8, 2024

Very relevant and updated content.

创建者 Arunangsu s

Aug 13, 2023

Excellent . Organized in detail

创建者 Wayne S

Sep 23, 2025

Great training experience

创建者 Julian A

Sep 19, 2025

Solid Foundational Course

创建者 Vikram T

Aug 1, 2023

My ratings are 4.7 stars

创建者 Ali A

Mar 26, 2022

Very insightful

创建者 Harini V

Sep 29, 2025

very useful

创建者 Jose A B

Jun 15, 2022

Excellent!

创建者 ASIT K R

Apr 28, 2025

Great 👍🏻

创建者 RAMACHANDRA B

Dec 16, 2025

THANK YOU

创建者 JAYDEV D

Apr 23, 2025

excellent

创建者 JAIRO R C H

Apr 16, 2025

Muy bueno

创建者 Tejo B

Dec 17, 2024

Excellent

创建者 王亦凡

Nov 15, 2021

Great!

创建者 KASHINATH G

May 13, 2025

good

创建者 Bebi b

Apr 25, 2025

nice

创建者 PRIYANKA P P

Apr 17, 2025

Good

创建者 RANABEER K B

Apr 11, 2025

NICE

创建者 mohammed k

Apr 16, 2024

good

创建者 Shaik H

Apr 17, 2023

E

创建者 M . k R

Oct 16, 2023

.

创建者 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.