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

36,548 ratings
4,737 reviews

About the Course

This course will teach you how to build convolutional neural networks and apply it to image data. Thanks to deep learning, computer vision is working far better than just two years ago, and this is enabling numerous exciting applications ranging from safe autonomous driving, to accurate face recognition, to automatic reading of radiology images. You will: - Understand how to build a convolutional neural network, including recent variations such as residual networks. - Know how to apply convolutional networks to visual detection and recognition tasks. - Know to use neural style transfer to generate art. - Be able to apply these algorithms to a variety of image, video, and other 2D or 3D data. This is the fourth course of the Deep Learning Specialization....

Top reviews


Jul 12, 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


Jan 13, 2019

Great course for kickoff into the world of CNN's. Gives a nice overview of existing architectures and certain applications of CNN's as well as giving some solid background in how they work internally.

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4326 - 4350 of 4,690 Reviews for Convolutional Neural Networks

By Hoàng T

Dec 04, 2017

good, but still have some grade problems

By Ara B

Dec 02, 2019

we need better feedback on the quizzes.

By Dr. H H W

Aug 24, 2019

Interesting insight .useful for my work

By Shuhao C

Feb 18, 2019

Probably too easy for a mathematician.

By Kai Z

Jan 03, 2018

Error of last assignments is confusion

By 邵洋

Nov 23, 2017

some answers you provide are wrong...

By Nguyễn L A P

Nov 08, 2017

Need to check the exercises carefully.

By Riyaj M

Aug 26, 2020

Awesome course designed by Andrew NG.

By Gurusiddayya H

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 04, 2018

Great introduction into this subject.

By Adnan H

Jun 14, 2020

Programming exercises need updating.

By Dileep P

Dec 03, 2017

Needs robust/challenging assignments

By Apoorv T

Aug 27, 2020

improve Face recognition assignment

By yangxiaoxiao

Dec 08, 2017

not as good as three classes before

By 刘涛

Jul 06, 2020


By Siddhartha C

Jun 28, 2020

Good course. Go slow to grasp all.


Jun 06, 2020

Videos need to be properly edited

By Yongyi W

Dec 22, 2019

Week 3 & 4 could be more detailed


Jun 24, 2020

Too Tough concepts to understand

By Qun S

May 01, 2020

Programming Exercise is too easy

By Yingyu F

Feb 14, 2019

Hope to have more coding demo...

By David A S

Dec 04, 2017

Several bugs in the assignments.

By b19077 b

Aug 01, 2020

Really Enjoyed it. Thanks a lot