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

48,891 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


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!).


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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2926 - 2950 of 5,576 Reviews for Structuring Machine Learning Projects

By Ofentswe L

Oct 16, 2017

Great planning projects for machine learning

By Phil A

Sep 2, 2017

Examples of the second week are very useful!

By Hoang V

May 21, 2020

The flight simulator was really insightfult

By Dr. F R M

Apr 16, 2020

Case study based quizes have been fantastic

By Mohammed Z M

Apr 15, 2020

Great course and important content covered.

By Rishu R

Apr 14, 2020

Great course and a lot of useful materials.

By gl l

Apr 9, 2020

Great courses! Great man! Thank you Andrew!

By Anastasia

Mar 18, 2020

Thank you. Especially for the case studies!

By Hieu N

Jan 13, 2020

Helpful and easy to understand information.

By Aymen B B

Oct 19, 2019

Merci pour ce cours .

C'est très instructif.

By Xi W

Aug 16, 2019

The experience of the project is excellent.

By Koosup

Aug 10, 2019

머신러닝 프로젝트의 시작과 문제해결에 대한 전반적 이해를 얻을 수 있었습니다.

By Mrinalini S

May 11, 2019

This was a very fun and interesting course!

By Jalendar C H

Apr 24, 2019

Excellent course.. I want to redo do this .

By Peter S

Jan 7, 2019

Andrew Ng is a seriously talented educator.

By Syed M H

Sep 16, 2018

One can really say it's a wonderful course!

By Stanisław R

Sep 6, 2018

Great tips for managing real world projects

By Jingzhou X

Aug 7, 2018

very useful tips for real world development

By Bourne

Apr 23, 2018


By Johannes S T

Dec 31, 2017

Everything taught in this course is useful.


Sep 2, 2017

This is another excellent course by Andrew!

By Konstantin S

Aug 18, 2017

Interesting lectures. Engineering approach.

By Tomohito S

Aug 27, 2022

目から鱗とはこのことです。 プログラムよりもこのような情報こそ知りたかったことです。

By cornell

Dec 16, 2021

GREAT COURSE as guidance for ML projects!