Chevron Left
Back to Structuring Machine Learning Projects

Learner Reviews & Feedback for Structuring Machine Learning Projects by

43,634 ratings
4,912 reviews

About the Course

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....

Top reviews


Mar 31, 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.


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.

Filter by:

3101 - 3125 of 4,863 Reviews for Structuring Machine Learning Projects

By nitin b

Aug 25, 2017

Excellent one again !

By Raakesh S

Jun 26, 2020

Really a good course

By praveena

May 22, 2020

Very nice and thanku

By Dhruvkumar K

May 07, 2020

thats what i need is

By Sachin N

Apr 19, 2020

Lot of good coceptts

By Muhan L

Apr 03, 2020

case study is great!


Oct 13, 2019


By William G

Jun 21, 2019

Really interesting !


Mar 25, 2019

A practical course!!

By Hassan E

Jan 14, 2019

Very nice content :)

By Johnson N

Oct 21, 2018

Andrew Ng is magical

By Vuu T N

Oct 15, 2018

well done Andrew Ng!

By Mostafa A A E

Apr 13, 2018

very powerful course

By TengfeiShen

Mar 04, 2018


By Shangyu Y

Jan 07, 2018

Wonderful experience

By Shanshan W

Dec 21, 2017

Awesome, as always!!

By Yury K

Dec 13, 2017

Improve iPad support

By Leung K L

Oct 25, 2017

Love the assignments

By Jun D

Sep 25, 2017

良心之作,thanks, Andrew.

By 蒋进进

Aug 21, 2017

Great course!


By Raghav G

Jul 13, 2020

A very good course.

By Tapasya s

Jun 17, 2020

its really helpfull

By Daspute J S

Jun 02, 2020

It's great teaching

By Enrique C

May 28, 2020

It's a great course

By Chinmaya H

Dec 08, 2019

Good for beginners!