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

44,636 ratings
5,053 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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3476 - 3500 of 5,000 Reviews for Structuring Machine Learning Projects

By kable

Apr 13, 2020

Great Course!

By Mohammad J P

Mar 30, 2020

Great course!

By Rafael R

Mar 15, 2020

Great content

By Andrew F

Feb 28, 2020

Great course!

By 牛尊

Jan 23, 2020

quite helpful

By Mihai S F

Jan 5, 2020

very helpful.

By Cuong V

Jan 1, 2020

Very helpful.


Nov 27, 2019

Great course!

By Kshitiz S

Nov 8, 2019

great course!

By Sagar P

Oct 25, 2019

Good content.

By Nitish S

Oct 24, 2019

Great Course!

By Sedat K

Sep 18, 2019

Thank you!!!!

By 区冠文

Sep 1, 2019


By znyuan

Aug 26, 2019


By Yasser B

Aug 17, 2019

very awesome.

By Shimin Z

Apr 22, 2019

nice courses!

By Marilson C

Mar 28, 2019

Great course.

By To P H

Jan 18, 2019

Great course!

By Javier S F

Jan 10, 2019

Great course!

By Jabberwoo

Nov 25, 2018

Great course!

By Vikas

Oct 3, 2018

Best course .

By Alexander Z

Sep 13, 2018

Great Course!

By fengdeyiji

Sep 5, 2018

benefit a lot

By 冯申翔

Aug 26, 2018

very helpful!

By Wentao H

Jul 6, 2018

great course!