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

47,197 ratings
5,421 reviews

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.

Nov 22, 2017

I learned so many things in this module. I learned that how to do error analysys and different kind of the learning techniques. Thanks Professor Andrew Ng to provide such a valuable and updated stuff.

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3501 - 3525 of 5,377 Reviews for Structuring Machine Learning Projects

By Jeff W H

Oct 19, 2017

Very good insights!

By Oğuzcan Z

Oct 15, 2017

Very helpful course

By 小林Andy

Oct 8, 2017


By Cristian E M V

Oct 8, 2017

Very good lectures!

By Divyansh J

Sep 3, 2017

Best of all three!!

By linhanxiao

Aug 13, 2017


By Agung W

May 2, 2021

great explanations

By Eduardo R

Apr 23, 2021

Excellent content!

By Ritam C

Nov 20, 2020

thank you coursera

By Noelia E

Nov 12, 2020

Excelent course!!!

By Abdelrahman E 2

Sep 23, 2020

awesome strategies

By Aleksandrs Z

Sep 13, 2020

Amazing course!!!!

By Carlos L

Aug 7, 2020

Fantastic content!

By Radhika k

Jun 29, 2020

excellent delivery

By Hormoz A

Jun 28, 2020

I could learn more


May 30, 2020

Nice case studies!

By Vaibhav K

May 26, 2020

it was very useful

By German S

May 16, 2020

Very nice overview

By Vikash K S

May 12, 2020

Excellent learning


Mar 31, 2020

Wonderful course!!

By zhanghx

Mar 16, 2020

short but valuable

By Ashish G

Jan 7, 2020

awesome Andrew Sir

By Boris G A

Aug 24, 2019

Lee is the best :D

By YuchulJung

Jul 4, 2019

Worthwhile to take

By Mohab M

Apr 23, 2019

this is perfection