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Learner Reviews & Feedback for Convolutional Neural Networks by DeepLearning.AI

41,224 ratings

About the Course

In the fourth course of the Deep Learning Specialization, you will understand how computer vision has evolved and become familiar with its exciting applications such as autonomous driving, face recognition, reading radiology images, and more. By the end, you will be able to build a convolutional neural network, including recent variations such as residual networks; apply convolutional networks to visual detection and recognition tasks; and use neural style transfer to generate art and apply these algorithms to a variety of image, video, and other 2D or 3D data. 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 11, 2019

Great Course Overall

One thing is that some videos are not edited properly so Andrew repeats the same thing, again and again, other than that great and simple explanation of such complicated tasks.


Jul 11, 2020

I really enjoyed this course, it would be awesome to see al least one training example using GPU (maybe in Google Colab since not everyone owns one) so we could train the deepest networks from scratch

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5026 - 5050 of 5,441 Reviews for Convolutional Neural Networks

By Christopher M S

May 30, 2021

One of the hardest course. Enjoyed it.

By Ara B

Dec 1, 2019

we need better feedback on the quizzes.

By Dr. H H W

Aug 24, 2019

Interesting insight .useful for my work

By Matteo G

Feb 12, 2021

Good course, the material is a bit old

By Shuhao C

Feb 18, 2019

Probably too easy for a mathematician.

By Kai Z

Jan 3, 2018

Error of last assignments is confusion

By 邵洋

Nov 22, 2017

some answers you provide are wrong...

By An P N L

Nov 7, 2017

Need to check the exercises carefully.

By Riyaj M

Aug 26, 2020

Awesome course designed by Andrew NG.

By Guru's A

Apr 26, 2020

Good experience and must learn course

By Luca C

Sep 15, 2019

Great course and practical exercises!

By Ayoub E

Oct 25, 2018

Is great course about CNN that I took

By Erik B

May 4, 2018

Great introduction into this subject.

By Adnan H

Jun 14, 2020

Programming exercises need updating.

By Dileep P

Dec 3, 2017

Needs robust/challenging assignments

By Yigit B U

Nov 30, 2020

Really fun and tangible assignments

By Apurv T

Aug 27, 2020

improve Face recognition assignment

By yangxiaoxiao

Dec 7, 2017

not as good as three classes before

By 刘涛

Jul 6, 2020


By Siddhartha C

Jun 28, 2020

Good course. Go slow to grasp all.


Jun 6, 2020

Videos need to be properly edited

By Yongyi W

Dec 22, 2019

Week 3 & 4 could be more detailed

By Андрей А В

Jan 5, 2021

A good one. Just not topical yet


Jun 24, 2020

Too Tough concepts to understand

By Russel S

Apr 30, 2020

Programming Exercise is too easy