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

44,660 ratings
5,057 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 1, 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!).

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.

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3451 - 3475 of 5,003 Reviews for Structuring Machine Learning Projects

By Keerthivasan A

Feb 20, 2018

Good insight !

By Le X

Jan 25, 2018

so far so good

By Adarsh K J

Jan 21, 2018

awesome course

By Ranet P

Dec 4, 2017

Good as always

By 刘斌

Nov 2, 2017

It's so great!

By Bruce J

Oct 30, 2017

Good as usual!


Oct 26, 2017

Thanks a lot !

By andy d

Oct 20, 2017

very practical

By lijianfighting

Oct 18, 2017


By Brandon W

Sep 16, 2017

Learned a lot.

By Deekshith B

Sep 7, 2017

NG is the best

By Daniel G

Nov 18, 2020

That was fun!

By Mohammad B A

Nov 13, 2020

I am so happy

By Ankit K

Aug 20, 2020

Great Course!


Aug 18, 2020

Excellent !!!

By Zian Z

Aug 5, 2020

Great course!

By Zaw M K

Aug 4, 2020

Very helpful!

By Daisy D

Jul 31, 2020

Great course!

By Ricardo A F S

Jul 24, 2020

Great course.

By Abubakar H

Jul 24, 2020

100% Awesome!


Jul 22, 2020

Great Course.

By Ankita G

Jul 6, 2020

Good content.


Jun 15, 2020

Just awesome!

By Kumar M

May 12, 2020

Great course.

By Suman S

Apr 26, 2020

It's awesome.