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

36,530 ratings
4,731 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


Sep 02, 2019

This is very intensive and wonderful course on CNN. No other course in the MOOC world can be compared to this course's capability of simplifying complex concepts and visualizing them to get intuition.

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4551 - 4575 of 4,686 Reviews for Convolutional Neural Networks

By Shabnam M V

Jul 31, 2020

The explanations of the first 3 courses were better and easier to understand

By Alec G

Mar 02, 2019

The grader was frustrating on the programming assignments, especially week 4

By Samuel C

Nov 26, 2017

Class itself is great, but the buggy grader software should be fixed timely


Mar 02, 2019

Grading process/grader need to be improved for Week 3 and 4 assiignments

By James W

Feb 13, 2019

Some of the coding assignments had major issues that need to be fixed.

By Kim Y

May 14, 2018

need to teach us more about tensorflow to do last week's assignments

By Alex K

Jun 07, 2019

Good content but the Coursera homework platform is severely broken.

By Iván I

Oct 26, 2019

The videos are not properly edited. Exercises are not very useful.

By Kshitij S

Oct 15, 2019

A bit difficult than prior courses. Still, enjoyed learning. :)

By Himanshu A

Aug 23, 2018

The convolution operator seemed a bit abrupt in the first week.

By Adriano C

Mar 27, 2020

There are many things to improve in the programming assignment

By Dong Z

Apr 17, 2020

Not very clear, still need to learn a lot to understand CNN.

By animalecs

Mar 04, 2020

The FaceNet assignment is bugged as hell! Please fix it ASAP

By Srijan G

Jan 04, 2020

The programming difficulty suddenly increased exponentially

By Michał Ł

May 12, 2018

Very nice course, but grader issues kill all the pleasure.

By Yiyun Z

Jan 16, 2018

The the Yolo assignment, the IOU part has grading problem!

By Jonathan B

Nov 25, 2019

Good content but assignment grading has lots of problems!

By Aman G

Aug 19, 2020

Programing assignments were more life fill in the blanks

By Xin H

Nov 11, 2019

Some of the details are not very good just like yolo.

By André T D S

Oct 02, 2018

Bugs in the programming assignments kills the flow.


Oct 01, 2019

Too easy excercises and with an old version of tf

By Fengjun W

Dec 17, 2017

I hate the errors in the assignments and graders

By Tze-Yuan C

Apr 30, 2018

The coding assignment is a little bit too brief

By Antoine H

Dec 07, 2017

Several bugs in the last programming assignment

By Maciej G

Nov 28, 2017

too much material related to vision detection