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

44,244 ratings
4,992 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


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.


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!).

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3126 - 3150 of 4,939 Reviews for Structuring Machine Learning Projects

By Marouane T

Sep 26, 2019

astonishing of course

By Siniša B

Aug 25, 2019

Thank you, Andrew Ng!

By Jose Á P L

Aug 18, 2019

Muy bien estructurado

By Chien D

Aug 18, 2019

Very excited exercise

By Aditya S

Aug 10, 2019

Very important course

By Jay R

May 28, 2019

Cool as it should be.

By Kirti G

Apr 13, 2019

Very practical course

By Kartik g

Apr 01, 2019

Its quite informative


Feb 23, 2019

most important course

By Son B

Jan 25, 2019

Thank you for Andrew.

By Nguyen T N T

Jan 03, 2019

Andrew Ng is awesome!

By Deepa K

Dec 26, 2018

great course as usual

By Renjie T

Nov 30, 2018

Great Course! Thanks!


Sep 26, 2018

Thank you! Andrew Ng!

By Sixing Y

Sep 20, 2018

Thanks doctor Andrew!

By hiyouga

Sep 11, 2018

A very useful course!

By joey0571

Aug 21, 2018

Great Job! Andrew NG!

By DaesooLee

Jun 15, 2018

I love the professor.

By Antonio V

Mar 31, 2018

Excellent Information

By 振荟 王

Mar 27, 2018

really worth studying

By pooja v

Mar 18, 2018

Extraordinary course.

By Joseph H

Feb 24, 2018

good experience share

By k s k t

Jan 17, 2018

Really nice Insights.

By 伯安 张

Nov 21, 2017


By Brendan M

Nov 13, 2017

Great course content!