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

45,255 ratings
5,152 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 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!).

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.

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3276 - 3300 of 5,098 Reviews for Structuring Machine Learning Projects

By Johnson N

Oct 21, 2018

Andrew Ng is magical

By Vuu T N

Oct 15, 2018

well done Andrew Ng!

By Mostafa A

Apr 13, 2018

very powerful course

By TengfeiShen

Mar 4, 2018


By Shangyu Y

Jan 7, 2018

Wonderful experience

By Shanshan W

Dec 21, 2017

Awesome, as always!!

By Yury K

Dec 13, 2017

Improve iPad support

By Leung K L

Oct 25, 2017

Love the assignments

By Jun D

Sep 25, 2017

良心之作,thanks, Andrew.

By 蒋进进

Aug 21, 2017

Great course!


By Kateeba D

Sep 30, 2020

very helpful course

By Raghav G

Jul 13, 2020

A very good course.

By Tapasya s

Jun 17, 2020

its really helpfull

By Daspute J S

Jun 2, 2020

It's great teaching

By Enrique C

May 28, 2020

It's a great course

By Chinmaya H

Dec 8, 2019

Good for beginners!

By Arnav B

Jul 13, 2019

thank you Andrew Ng


Jun 15, 2019

Really very helpful

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