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

48,974 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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3176 - 3200 of 5,585 Reviews for Structuring Machine Learning Projects

By Ahmet H E

Sep 16, 2017

One of the most useful certificate!

By 李培春

Aug 30, 2017

Very useful for practical projects!

By Tony Y

Aug 21, 2017

It is very interesting perspective.

By Christodoulopoulos C

Jan 13, 2021

Terrific ! Thanks Andrew and team!

By Muhammad y

Nov 6, 2020

Best content and Great explanation


Aug 4, 2020

good to learn ML project structure

By Vinh T

Jul 12, 2020

Thank you very much to support me!

By Vikrama R

Jul 9, 2020

Great course with precious content


Jun 14, 2020

perfect explanation on every topic

By Sahana

Jun 9, 2020

its so useful to learn new concept

By Sujatha r G

May 18, 2020

its was excellent and informative

By Jerry C

Oct 13, 2019

practical, useful, and interesting

By Vinay B V

Oct 7, 2019

Great course, and I learned a lot!

By Kelvin T

Sep 29, 2019

Practical for managing ML 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 !