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Learner Reviews & Feedback for Structuring Machine Learning Projects by

41,981 ratings
4,706 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 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!).


Mar 31, 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 4,660 Reviews for Structuring Machine Learning Projects


Dec 19, 2018


By Yusri D H

Dec 17, 2018


By 谢宇敏

Nov 24, 2018

I like it

By zhuziye

Nov 20, 2018


By Yousef E

Oct 28, 2018

Thank you

By bryant03

Sep 25, 2018

very good

By kluas

Sep 25, 2018

very good

By Pintu K

Sep 19, 2018


By Al T

Aug 31, 2018


By Stefan N

Aug 21, 2018

Loved it!

By John G

Aug 05, 2018


By Mohamed D

Aug 03, 2018

thank you

By Giuseppe N

Jul 09, 2018

Well done

By 罗成毅

Jun 07, 2018

Tank you.

By Sasikumar G

May 18, 2018


By 尹子龙

May 01, 2018

I like it

By Ryan H

Apr 30, 2018


By 张子昂

Apr 27, 2018

The best.

By 王世超

Mar 25, 2018

very good

By Jie Z

Mar 17, 2018


By dongdong w

Mar 12, 2018

sooo good

By Lie C

Mar 04, 2018

very good

By Han K

Feb 10, 2018


By Ale D

Jan 27, 2018


By Arno_

Jan 04, 2018

very good