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Learner Reviews & Feedback for Structuring Machine Learning Projects by

41,109 ratings
4,573 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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4201 - 4225 of 4,533 Reviews for Structuring Machine Learning Projects

By Chandan K

Aug 21, 2018

No Exercises :(

By Bruce M

Mar 11, 2018

No assignments?

By Kedar D G

Sep 10, 2018

great insights

By eic

Jan 10, 2018

a little empty

By Padmavathi

Jun 29, 2020

thank you sir

By Abu M R

May 15, 2020

A bit boring!

By Bahromov J

Mar 29, 2020

typos in quiz

By Ronit C

Mar 06, 2018

Thank you! :)


Feb 06, 2018


By Kaiqiang W

Jan 29, 2019

Good Course!

By onkar p

Apr 03, 2018

great course

By Rahul S

Oct 01, 2019

Good Course

By Ankur G

Aug 21, 2019

more trials


Jan 28, 2019

Very Useful

By Hwang E s

Oct 08, 2018

좋은 강의 였습니다.

By Mayur D

Aug 11, 2018

good course

By yuansj

Mar 16, 2018

Good course

By Kshitij T

Mar 08, 2018

good course

By Reshinth A

Dec 29, 2018

The best !

By Predrag S

Mar 10, 2018

Very good.

By Mohd F B Z

Aug 29, 2017


By Luis A P

Jul 02, 2020

very nice

By Yechan K

Jun 17, 2020



Apr 05, 2018

Thank you

By Abhijeet R P

Oct 19, 2017

Great! :)