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

48,329 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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3401 - 3425 of 5,519 Reviews for Structuring Machine Learning Projects

By Junior F M

May 8, 2018

Learned a lot. Thank you!

By Luca

May 5, 2018

no coding to test theory.

By Tanapat R

Apr 15, 2018

Thank you for this course

By Sergio A

Apr 8, 2018

Very practical. Not hard.

By Ronnie S

Apr 1, 2018

Great practical knowledge

By Saurabh P

Feb 17, 2018

This one helped me a lot.

By Sanchit

Nov 19, 2017

Loads of practical stuff!

By Ariful I M

Oct 31, 2017

I liked the case studies.

By Aman D

Sep 8, 2017

Great Practical knowledge

By Manaranjan p

Sep 5, 2017

Extremely practical tips.

By Ravikumar V

Sep 3, 2017

Awesome practical advice.


Oct 23, 2020

Great instructive Course

By Unnat T

Sep 25, 2020

good learning experience

By Walliam w

Aug 19, 2020

Andrew is so perfect !!!

By Cheuk L Y

Jun 6, 2020

Cool intuition boosting!

By Hassan A

Jun 3, 2020

The course was fantastic

By Abhishek P

Mar 31, 2020

Nice Learning Experience

By Suraj V

Mar 18, 2020

This course is very good

By siva

Nov 17, 2019

Quiz is extremely useful

By Akshay R

Nov 10, 2019

Also incredibly relevant

By Hsinyu, C

Jun 15, 2019

a very practical course!

By James C

Feb 24, 2019

Great practical resource

By Zhiliang W

Jan 25, 2019

Something really useful!

By Satish E

Oct 25, 2018

Best ever course on DL..

By Jiayu H

Oct 10, 2018

Really a wonderful class