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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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3301 - 3325 of 5,110 Reviews for Structuring Machine Learning Projects

By Saah N T G

Apr 27, 2019

I liked interviews!

By Dylan S

Apr 19, 2019

Critical to success

By Bạch T T

Mar 3, 2019

it's good. but hard

By Ayush S

Feb 2, 2019

As usual TOP NOTCH.

By Bogdan S

Nov 4, 2018

Practical insights!

By Romain B

Sep 12, 2018

Totally outstanding

By 周耀

Aug 22, 2018


By Azamat K

Aug 7, 2018

Very useful course.


Jul 10, 2018

Very helpful stuff!

By Saurabh, I B

Jun 13, 2018

Thank you Coursera!

By Mohamed H Y

May 8, 2018

very helpful course


Feb 24, 2018

Easy understandable

By Jinil C S

Feb 2, 2018

Good. Learned a lot

By Changyao C

Jan 10, 2018

Andrew is the best!

By 蜗牛爱上星星

Jan 4, 2018


By Devashish S

Dec 10, 2017

Excellent insights!

By Eranda B

Nov 21, 2017

Professor Andrew <3

By Jin M

Oct 29, 2017

Very Good and Deep.

By Jeff W H

Oct 18, 2017

Very good insights!

By Oğuzcan Z

Oct 15, 2017

Very helpful course

By 小林Andy

Oct 8, 2017


By Cristian E M V

Oct 8, 2017

Very good lectures!

By Divyansh J

Sep 3, 2017

Best of all three!!

By linhanxiao

Aug 13, 2017


By Ritam C

Nov 20, 2020

thank you coursera