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

45,338 ratings
5,164 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 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.

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!).

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3426 - 3450 of 5,110 Reviews for Structuring Machine Learning Projects

By Ruiliang L

Jan 8, 2019

Very useful tips

By Vikas K

Dec 29, 2018

must have course

By Babu V

Dec 23, 2018

Thanks Andrew :)

By hrsu

Dec 4, 2018

learning so much

By 韩颖君

Nov 12, 2018

very good thanks

By Veeresh S

Nov 9, 2018

Excellent course

By twice154

Nov 8, 2018

very good course

By Amrit P S

Sep 30, 2018

Great insights !

By Александр

Sep 1, 2018

Amazing teacher!

By Mohamed B

Aug 26, 2018

Very good course

By Margareth P

Jul 10, 2018

Excellent Course


May 28, 2018

Excelente curso.

By Liu H

May 21, 2018

very good course

By 박용찬

Apr 22, 2018

Quite difficult.

By Waqas E

Apr 9, 2018

Excellent Course

By Chertushkin M

Mar 17, 2018

Fantastic course

By Lee R

Mar 13, 2018

fantastic course

By Chung-Lun W

Feb 5, 2018

Very practical !

By Sandeep J

Jan 31, 2018

Great course !!!

By Deijany R L

Jan 23, 2018

very nice course

By wangqiang

Jan 9, 2018

Very good course


Dec 19, 2017

Excelente Course

By Wenlong S

Dec 2, 2017

great course!!!!

By imtiaz

Nov 29, 2017

As usual awesome

By Niv N

Nov 21, 2017

Lots of insights