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

48,334 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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3151 - 3175 of 5,520 Reviews for Structuring Machine Learning Projects

By Cristoforo

May 30, 2019

Masterclass from Andrew NG. Thanks

By Basel M

Apr 8, 2019

A grate course and the grate prof.

By Chen N

Jan 19, 2019

Really inspiring, and practical :)

By Zhidan W

Nov 4, 2018

Really Helpful for future projects

By Vlad M

Sep 11, 2018

Condensed content, but invaluable!

By Mohamed E

Jul 27, 2018

great course, I have learned a lot

By parime s

Jul 17, 2018

Best course in this specialisation

By Qifan C

Jul 2, 2018

This course really helps me a lot!

By Ma_xan

May 22, 2018

perfect,thank you!

By Kitty Y

Jan 7, 2018

The case studies are very helpful.


Dec 4, 2017

Very practical knowledge, thanks !

By Feliu S B

Nov 13, 2017

Many concepts very well explained.

By hadxu

Oct 16, 2017

very good, and I have learnt a lot

By Ivomar B S

Oct 8, 2017

Andrew Ng just rocks, enough said!

By Akella K M

Oct 16, 2021

Amazing course, content is great.

By Milton I C C

Oct 17, 2020

Very practical and short course!!

By Suher E

Sep 4, 2020

Highly recommended, great course!

By gowthami s

Aug 20, 2020

Excellent and very very difficult

By Emrullah Ç

Aug 15, 2020

Thanks for such a valuable course

By 方桂标

Aug 11, 2020

it has benefited me a great deal!

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