Chevron Left
Back to Structuring Machine Learning Projects

Learner Reviews & Feedback for Structuring Machine Learning Projects by DeepLearning.AI

44,159 ratings
4,979 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


Jul 02, 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!).


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:

3601 - 3625 of 4,926 Reviews for Structuring Machine Learning Projects

By Xuhaoshen

Aug 07, 2018


By Zlyyuan

Jul 13, 2018

thumb up !

By xiehuateng

Jun 26, 2018

so good!!!

By Chika O

Jun 09, 2018

Best ever!

By huangzhuo

May 14, 2018

very good!

By codeit

May 02, 2018


By 张超溢

May 02, 2018


By Imran I

May 01, 2018


By Abdulmajeed M K

Apr 20, 2018


By Boubacar S D

Apr 11, 2018

good class

By Matthias P

Apr 05, 2018


By Rohan K

Mar 27, 2018

Great job!

By Ran B

Mar 13, 2018

thank you!

By 郑毅腾

Mar 02, 2018


By Zito R

Feb 27, 2018


By Matthew A

Feb 26, 2018


By Francisco A M

Feb 22, 2018


By Bruno A d S

Jan 20, 2018

Nice work!

By Michael M

Jan 12, 2018


By chenzzh

Dec 28, 2017

very nice.

By Jeff X

Dec 08, 2017


By Joris D

Dec 02, 2017

Very good!

By donaghy X

Nov 30, 2017


By lixiang

Nov 16, 2017



Oct 29, 2017