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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


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.


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!).

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3501 - 3525 of 5,519 Reviews for Structuring Machine Learning Projects

By Clashing P

May 20, 2021

Dr.Andrew is a Beast!

By Rohit S P

Feb 11, 2021

very promising course

By Nhat M L

Dec 10, 2020

Very useful knowledge

By Sugat B D

Sep 28, 2020

Thank You sir Andrew.

By Tư P M

Sep 6, 2020

It was really helpful

By Kirthikka

Jun 14, 2020

Greatly useful course

By Vivek S

Jun 6, 2020

Very intuitive course

By Anup B

May 11, 2020

Good course for DL NN

By ishan k k

Apr 8, 2020

Amazing unique course

By Sathvik B

Mar 29, 2020

useful info not found

By bammidi s K

Jan 6, 2020

very effective course

By Marouane T

Sep 26, 2019

astonishing of course

By Siniša B

Aug 25, 2019

Thank you, Andrew Ng!

By Jose A P L

Aug 18, 2019

Muy bien estructurado

By Chien D

Aug 18, 2019

Very excited exercise

By Aditya S

Aug 10, 2019

Very important course

By Jay R

May 28, 2019

Cool as it should be.

By Kirti G

Apr 13, 2019

Very practical course

By Kartik g

Apr 1, 2019

Its quite informative


Feb 23, 2019

most important course

By Son B

Jan 25, 2019

Thank you for Andrew.

By Nguyen T N T

Jan 3, 2019

Andrew Ng is awesome!

By Deepa K

Dec 26, 2018

great course as usual

By Renjie T

Nov 30, 2018

Great Course! Thanks!


Sep 26, 2018

Thank you! Andrew Ng!