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

47,365 ratings
5,437 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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2976 - 3000 of 5,397 Reviews for Structuring Machine Learning Projects

By llv23

Jun 15, 2018

excellent source provided by Andrew Ng

By 段永耀

Jun 4, 2018


By 夜雨飘零

Jun 3, 2018

This is a very straightforward course.

By Soumya

Apr 28, 2018

Useful information not found elsewhere

By Vineet H

Mar 7, 2018

Very well organised and great content!

By Rodrigo T

Jan 3, 2018

Excellent course i really recommend it

By Jorge B C

Dec 19, 2017

Very interesting practical information

By ZhuGuojun

Sep 18, 2017



Jul 5, 2021

Again, a superb and enjoyable course.

By Chris P

Feb 21, 2021

Great course. I loved the simulators!

By Reza D U

Oct 11, 2020

great course! I learned a lot from it

By Md. A A M

Sep 21, 2020

Very special course of deep learning.

By Anuttara s

Sep 15, 2020

Thank you for the informative course.

By Faiz

Jun 20, 2020

Excellent Course!!, Great Instructor.

By Abdulvagab

Jun 18, 2020

It was very useful for me! Thank you!

By govind b

May 11, 2020

Thank you sir for making this course.

By Berkay G

Mar 26, 2020

very helpful and informative, thanks.


Dec 30, 2019

Nice and a very comprehensive course.

By Abhyuday T

Sep 14, 2019

So much to learn thank you Andrew !!!


Aug 8, 2019

Very Helpful course for ML practices!

By Hasroyan

May 20, 2019

Flight Simulators look very efficient

By Federico A G C

Apr 5, 2019

Surpassing Coursera level performance

By Javier i

Nov 19, 2018

Andrew Ng is the best, amazing course

By 胡炜瑜

Aug 27, 2018

Good knowledge for pratical projects!


Apr 22, 2018

thanks again for another great course