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学生对 提供的 Structuring Machine Learning Projects 的评价和反馈

45,317 个评分
5,160 条评论


You will learn how to build a successful machine learning project. If you aspire to be a technical leader in AI, and know how to set direction for your team's work, this course will show you how. Much of this content has never been taught elsewhere, and is drawn from my experience building and shipping many deep learning products. This course also has two "flight simulators" that let you practice decision-making as a machine learning project leader. This provides "industry experience" that you might otherwise get only after years of ML work experience. After 2 weeks, you will: - Understand how to diagnose errors in a machine learning system, and - Be able to prioritize the most promising directions for reducing error - Understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance - Know how to apply end-to-end learning, transfer learning, and multi-task learning I've seen teams waste months or years through not understanding the principles taught in this course. I hope this two week course will save you months of time. This is a standalone course, and you can take this so long as you have basic machine learning knowledge. This is the third course in the Deep Learning Specialization....


Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

Jul 1, 2020

While the information from this course was awesome I would've liked some hand on projects to get the information running. Nonetheless, the two simulation task were the best (more would've been neat!).


3576 - Structuring Machine Learning Projects 的 3600 个评论(共 5,106 个)

创建者 冯申翔

Aug 26, 2018

very helpful!

创建者 Wentao H

Jul 6, 2018

great course!

创建者 stanley

Jul 5, 2018

Great course.

创建者 AyaHamdy

Jun 2, 2018

Thanks Andrew

创建者 Elie G

Mar 25, 2018

very helpful.

创建者 Sui X

Feb 21, 2018


创建者 Luping Y

Feb 13, 2018

Great course.


Jan 20, 2018

Great course.

创建者 Dongxu Y

Jan 15, 2018

thanks a lot!

创建者 Li Z

Dec 28, 2017

Useful class!

创建者 Trinh N Q

Dec 21, 2017

Great course.

创建者 Oleksii N

Dec 15, 2017

Thanks a lot!

创建者 Arun S

Nov 19, 2017

Great course!

创建者 Luqi K

Oct 26, 2017


创建者 guanghuiqi

Oct 22, 2017


创建者 hangtian.jia

Oct 21, 2017

nice lectures

创建者 André W

Oct 18, 2017

Great course!

创建者 Grover H S S

Sep 25, 2017

Great course!

创建者 Dong Y

Sep 16, 2017

Great course.

创建者 Damien C

Sep 9, 2017

super useful.

创建者 lee

Aug 24, 2017

I respect you

创建者 yechunnan

Aug 22, 2017

Great course!

创建者 Haegwan K

Aug 19, 2017

It was great.

创建者 Steeve B

Aug 11, 2017

I want more!!


Jan 18, 2021

Good course!