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

48,341 ratings

About the Course

In the third course of the Deep Learning Specialization, you will learn how to build a successful machine learning project and get to practice decision-making as a machine learning project leader. By the end, you will be able to diagnose errors in a machine learning system; prioritize strategies for reducing errors; understand complex ML settings, such as mismatched training/test sets, and comparing to and/or surpassing human-level performance; and apply end-to-end learning, transfer learning, and multi-task learning. This is also a standalone course for learners who have basic machine learning knowledge. This course draws on Andrew Ng’s experience building and shipping many deep learning products. If you aspire to become a technical leader who can set the direction for an AI team, this course provides the "industry experience" that you might otherwise get only after years of ML work experience. The Deep Learning Specialization is our foundational program that will help you understand the capabilities, challenges, and consequences of deep learning and prepare you to participate in the development of leading-edge AI technology. It provides a pathway for you to gain the knowledge and skills to apply machine learning to your work, level up your technical career, and take the definitive step in the world of AI....

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.


Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

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3551 - 3575 of 5,521 Reviews for Structuring Machine Learning Projects

By Muhan L

Apr 3, 2020

case study is great!


Oct 13, 2019


By William G

Jun 21, 2019

Really interesting !


Mar 25, 2019

A practical course!!

By Hassan E

Jan 14, 2019

Very nice content :)

By Johnson N

Oct 21, 2018

Andrew Ng is magical

By Thong N V

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 Kin L 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 Sarra G

Mar 22, 2022

It's a great cours!

By Robert B

Jan 5, 2022

It was immersive...

By Ilich G

Mar 7, 2021

Excelent 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