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

35,304 个评分
3,703 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 23, 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.


Mar 08, 2018

Going beyond the technical details, this part of the course goes into the high level view on how to direct your efforts in a ML project. Really enjoyable and useful. Thanks for making this available!


3551 - Structuring Machine Learning Projects 的 3575 个评论(共 3,660 个)

创建者 Tzushuan W

Jun 01, 2019

Wordy and too abstract without hands on experience.

创建者 Evgeny S

Apr 05, 2018

I would rather expect a course more like a capstone

创建者 shafkat r

Dec 24, 2019

More programming exercises would have been great

创建者 Beatriz S M

Feb 14, 2018

Very general, I would like to be more specific..

创建者 Mikhail G

Oct 31, 2017

quite short, would be nice to get some practice

创建者 Marco A L H

Sep 24, 2018

not as fun as the other courses of this series

创建者 Manish S

Apr 09, 2018

Content was not enough to create a new course.

创建者 Yan W

Oct 24, 2017

Expect more hand-on code practice or more quiz

创建者 Allan Y

Mar 30, 2018

Should not be a separate course. Too general.

创建者 Adam S

Dec 27, 2017

Some useful insights but not much depth here.

创建者 Ankoor B

Dec 12, 2017

Not much coding. Some lectures were rushed.

创建者 Qu S

Nov 18, 2018


创建者 Liam A

Jun 15, 2019

Kinda boring, but still pretty practical.

创建者 anh n

Dec 30, 2017

The concepts are difficult to understand

创建者 Nicolas

Jul 09, 2019

not as interesting as the other courses

创建者 Toon W

Apr 30, 2018

Not enough real programming examples.

创建者 Aptha G

Jul 23, 2018

need some practical implementation

创建者 成文辉

Mar 27, 2019

programming assignment is needed.

创建者 Gaurav M

Jun 14, 2018

It could be little shorter module

创建者 Sergey A

Sep 19, 2017

Too short and not enough practice

创建者 Michael N

May 02, 2018

Okay, but lacks practicality

创建者 Zhao Y

Jan 28, 2018

Not much useful information.

创建者 Alban S

Dec 08, 2017

A lot of video badly edited.

创建者 Abhijeet M

Jul 07, 2019

Informative but too short

创建者 Fengxin Y

Sep 10, 2017

not that useful i thought