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

35,355 个评分
3,714 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!


3351 - Structuring Machine Learning Projects 的 3375 个评论(共 3,670 个)

创建者 李想

Feb 27, 2018

No programming assignment :(

创建者 徐衔

Dec 17, 2017

more exercise will be better

创建者 Mahmudul H

Sep 08, 2018

Happy to Learning something

创建者 Ashis K C

Oct 09, 2017

It is good, but very short.

创建者 李浩然

Jul 22, 2019

not as good as lecture 1&2

创建者 Rahul V S

Sep 01, 2018

No programming assignments

创建者 Gijs O

Apr 12, 2018

Not as good as the others!

创建者 Philip W

Feb 02, 2018

Great course but too basic

创建者 Kevin R I

Sep 16, 2019

Not what I was expecting.

创建者 罗炜儒

Nov 28, 2018


创建者 Bernard F

Nov 27, 2017

Difficult but interesting

创建者 Nick M

Jan 13, 2018

Pretty good introduction

创建者 박은천

May 25, 2019

gooooood thanks Prof.Ng

创建者 Jedrzej P

Apr 29, 2018

Good and very useful :)

创建者 Spike Y

Nov 09, 2017


创建者 Xuanhao Z

Feb 16, 2019

Not that useful for me

创建者 Wenliang L

Jul 18, 2018

could be more concise.

创建者 Sanika A

May 19, 2019

loved this course...

创建者 enes d

Sep 10, 2018

there is high level.

创建者 Lucas B

Mar 12, 2018

Good, but so short!

创建者 Sandeep M

Oct 17, 2017

Not enough practice

创建者 Leigh W

Sep 12, 2018

Lots of good tips.

创建者 杨帅

Oct 22, 2017

no coding no happy

创建者 Brian S

Sep 27, 2017

Needs More Content

创建者 Ming L

Apr 17, 2019