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

48,323 ratings
5,550 reviews

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


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!).


Dec 1, 2020

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

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3576 - 3600 of 5,517 Reviews for Structuring Machine Learning Projects

By Bach 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 11, 2017

Excellent insights!

By Eranda B

Nov 21, 2017

Professor Andrew <3


Oct 29, 2017

Very Good and Deep.

By Jeff W H

Oct 19, 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 Abderrazak j

Nov 19, 2021

very good material

By Agung W

May 2, 2021

great explanations

By Eduardo R

Apr 23, 2021

Excellent content!