Chevron Left
返回到 Managing Machine Learning Projects

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

4.8
星
267 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

AS

Aug 23, 2023

I really enjoyed this course. I already work in the area of AI but it was very useful to have someone explain key AI terms in a lay way. Highly recommended! The instructor was engaging and clear.

JI

Jul 10, 2024

I like this course; it is very informative. I learned a lot of useful concepts, and I reinforced much of what I knew. I recommend this course, even if is just for fun.

筛选依据：

26 - Managing Machine Learning Projects 的 50 个评论（共 77 个）

创建者 Tanmay B P

•

Dec 1, 2024

Its great course every topic explanation is quit best and easy to understand

创建者 Christian P

•

Aug 9, 2022

A very good course to refresh and improve topics about managing DS projects.

创建者 Jose E D D R

•

Sep 10, 2023

Good, but could have been more substantial with more on hands activities

创建者 Lovin A

•

Dec 9, 2023

Best course on AI product management so far :) The teacher is spot on.

创建者 Jyoti K

•

Dec 28, 2024

Nice course. The concepts are explained in the best possible way.

创建者 Arindam

•

Mar 17, 2025

"Fantastic. Very much recommended for all." Thanks Coursera.

创建者 Montse

•

Sep 30, 2024

Helps you very much to identify good potential AI projects

创建者 Paolo

•

Jun 20, 2024

very useful, even if i'm a project manager on AI projects

创建者 John C

•

Oct 11, 2025

very detail explanation of concepts and examples shared

创建者 Frederick B

•

May 7, 2023

Outstanding course given by a top coach. thank you !

创建者 Faizulla S

•

Feb 17, 2025

Very well explained from the execution perspective

创建者 Katylub D

•

Aug 26, 2025

Well organized and insightful. Learned a lot!

创建者 Luis R M B

•

Apr 16, 2024

Great Course, keep doing what you are doing!

创建者 MANJAY M

•

Apr 17, 2025

How to identify good opportunity for ML

创建者 Anna T

•

Sep 28, 2025

Engaging , relevant and easy to follow

创建者 Khalid F S A

•

Sep 24, 2025

رائعه وتستحق الالتحاق بها والتعلم منها

创建者 GHANTESWAR B

•

Apr 18, 2025

Good to be learn and deeply understand

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