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

48,124 ratings
5,521 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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3151 - 3175 of 5,488 Reviews for Structuring Machine Learning Projects

By Anurag N P

Jul 21, 2020

Awesome experience and knowledge.

By Shivender K

Jul 15, 2020

Really informative and fun course

By Rima

Jun 15, 2020

Extremelly helpful insights. Thnx

By Abhishek P C

May 18, 2020

It helps to improve my knowledge.

By Lovepreet S

Apr 23, 2020

Just One Thing to say --> Awesome

By Tshepiso M

Apr 11, 2020

Best course of the specialisation

By Alonso O O

Apr 7, 2020

A lot of knowledge in a few weeks

By 靳文彬

Mar 12, 2020

valuable experience for practice!

By Makram J

Jan 6, 2020

Amazing Course, Thank you Andrew!

By Omar A

Dec 28, 2019

I am really enjoying this course.

By Shengyang L

Oct 1, 2019

Thanks a lot coursera!Well done.

By Sergio M C Z

Jul 21, 2019

Excellent and practical course !!

By Pak S H

Jun 25, 2019

Very brief yet insightful course!

By Hrithwik S

Jun 19, 2019

A good course but good get better

By Ozioma N

May 17, 2019

Andrew Ng delivers great content!


May 7, 2019

This one I would rate as the best

By Deleted A

Feb 11, 2019

No one can teach better than this

By 劍峰 劉

Apr 10, 2018

thanks for giving me so much help

By Francesco V

Apr 10, 2018

very insightful, much recommended

By Light0617

Jan 27, 2018

very useful in the real world!!!!


Nov 16, 2017

thanks for sharing the experience

By Deleted A

Nov 7, 2017

a very practically useful course.

By Ying L

Aug 28, 2017

very useful for practical problem

By Tim S

Aug 20, 2017

Lots of useful tips and examples!

By Ahmad F G

Apr 26, 2021

Thank you Mr Andrew it's Awesome