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

45,286 ratings
5,159 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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3751 - 3775 of 5,102 Reviews for Structuring Machine Learning Projects

By Rohan K

Mar 27, 2018

Great job!

By Ran B

Mar 13, 2018

thank you!

By 郑毅腾

Mar 1, 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 7, 2017


By Joris D

Dec 2, 2017

Very good!

By donaghy X

Nov 30, 2017


By lixiang

Nov 16, 2017



Oct 29, 2017


By Han C

Oct 12, 2017

Thank you!

By Fabrício M B

Oct 8, 2017


By 金勤丰

Sep 26, 2017

very good!

By 杜永生

Aug 31, 2017


By WXB506

Aug 24, 2017


By Dersu O E

Nov 21, 2020

It's nice

By Mariam M A

Oct 21, 2020


By M. H A P

Sep 21, 2020


By Nitesh N

Sep 11, 2020


By Juan C

Aug 29, 2020


By Alvaro A T V

Jul 22, 2020

I love it