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

48,973 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


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.


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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3276 - 3300 of 5,585 Reviews for Structuring Machine Learning Projects

By Heath W

Jul 19, 2019

Great Operational Level course.

By Kelvin G

Mar 28, 2019

Andrew NG impressive. As always

By 罗家伟

Jan 29, 2019


By 胡杰

Jul 26, 2018


By Jianbin L

Jan 18, 2018

no projects in this course. Bad

By 王卓

Aug 30, 2017

helpful strategies and advices!

By kan U

Oct 7, 2022

this course has great insight!


Dec 1, 2021

best ever .thanks to ANdrew ng

By Daniel V

Jul 8, 2021

So much structure !!! Love it!

By Tuan N M

Apr 6, 2021

Great Explanation by Andrew Ng

By Ibadurrahman

Dec 21, 2020

nice lectures, very insightful

By Яна

Nov 16, 2020

Very useful course, thank you!

By Gaurav K

Oct 26, 2020

very good standard of teaching

By Abhishek P G

May 29, 2020

effective learning thanks alot


May 19, 2020

Proving worthy. Great learning

By beka g

May 16, 2020

It was most fun week for me!!!

By behnoud s

Oct 17, 2019

thanks you and your colleagues

By 翁瑶

May 12, 2019

I have learned more.Thank you!

By Patrick L

Dec 25, 2018

helpful a lot to my ML career.

By Laurence C

Nov 24, 2018

Fascinating strategic insights

By Subham T 1

Jul 14, 2018

Amazing course on case studies

By Xue W

Mar 7, 2018


By 王鹤鸣

Feb 15, 2018

Great Tutorial. Thanks, Andrew

By Juan R

Feb 15, 2018

Great course, would recommend.

By Dharmik g

Jan 7, 2018

Great Course and great quizzes