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

48,330 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.


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.

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3026 - 3050 of 5,519 Reviews for Structuring Machine Learning Projects

By Ayan M

Sep 6, 2017

Wonderful and very valuable insights...

By Parma R R

Dec 14, 2021

Very good course. Thank you Mr. Andrew

By wayne t

Aug 3, 2021

very good course for beginner to study

By Dao M C

Jan 25, 2021

Thanks Andrew Ng very much, thank you!


Jun 11, 2020

I like the study cases in this course.

By Alkesh G

Apr 18, 2020

Very Important and exclusive material.

By Jorge E V H

Mar 21, 2020

Excelente, gracias profe Andrew NG!!!!

By Muhammad s k

Dec 19, 2019

Always pleasure to listen to Andrew NG

By Ulas M C

Dec 11, 2019

Great insights and clear explanations.

By Sandip S

Nov 9, 2019

Excellent course content and lectures.

By Vincent D W

Oct 27, 2019

Loved these flight simulation quizzes!

By Shuang G

Aug 13, 2019

Very useful for industrial production.

By Luwei Y

Jun 30, 2019

It gives many practical aspects of DL.

By Giacomo M

May 1, 2019

Lots of necessary and useful insights.

By Cesar L A C

Jan 22, 2019

Very meaningful course. Thanks a lot!!

By Vasu M

Dec 11, 2018

Informative but extremely theoretical.


Nov 12, 2018

This course is very practical oriented

By Orlando D

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