Chevron Left
返回到 Structuring Machine Learning Projects

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

45,345 个评分
5,165 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.

Mar 30, 2020

It is very nice to have a very experienced deep learning practitioner showing you the "magic" of making DNN works. That is usually passed from Professor to graduate student, but is available here now.


5001 - Structuring Machine Learning Projects 的 5025 个评论(共 5,113 个)

创建者 Pablo A

Mar 1, 2020

Good introduction, a bit basic

创建者 Michael N

May 2, 2018

Okay, but lacks practicality

创建者 Zhao Y

Jan 28, 2018

Not much useful information.

创建者 Alban S

Dec 8, 2017

A lot of video badly edited.

创建者 Abhijeet M

Jul 7, 2019

Informative but too short

创建者 Fengxin Y

Sep 10, 2017

not that useful i thought

创建者 Francesc C F

Aug 28, 2017

I missed the coding parts


Dec 18, 2019

understood little bit

创建者 邹存安

Jan 8, 2019


创建者 禹宏康

Dec 10, 2018


创建者 Pratik k c

Nov 5, 2017

Very Theoretical !!

创建者 Tom M

Aug 24, 2017

I very simple class

创建者 Mathew S

Dec 31, 2017

Its informational

创建者 Kenneth C V

Oct 7, 2020

Complex Material

创建者 Siwei Y

Nov 28, 2017

就两周的课, 我不知道算是凑数吗

创建者 Mohit S

Jul 15, 2020

Not that good.

创建者 Fotsing B K

Feb 25, 2018

to theoritcal

创建者 Yide Z

Dec 17, 2017

too much bugs

创建者 David B

Aug 19, 2019

No Homework!

创建者 Sean L

Oct 6, 2019

Bit tedious

创建者 Leticia R

Aug 11, 2018

Bit boring.

创建者 Wouter M

Jun 13, 2018

A bit short

创建者 Zhen T

Dec 19, 2019

Too simple

创建者 Gonzalo A M

Jan 16, 2018

Too short.

创建者 Sunil R S

May 26, 2020