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

41,313 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


Jan 12, 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.


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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4926 - 4950 of 5,457 Reviews for Convolutional Neural Networks

By Rafael G M

Jan 26, 2020

Good material.

I recommend explaining YOLO with more conceptual depth

By Jaisuthan A

Sep 2, 2020

Nice course. But we are not working on latest versions of Tensorflow

By Jinfeng X

Nov 12, 2019

Great content! It would be better if some missing slides were there.

By 龚华君

Jul 23, 2019

Neural style transer part is hard to understand, the rest part easy

By Lin Z

May 7, 2019

interesting introduction materials on convolutional neural networks.

By Vishwanath N

Apr 22, 2020

Advanced and intense concepts. Great course to develop hard skills!

By Adrian H

Mar 26, 2020

Let down by a bit of video edit or lack of but another good course.

By Ranjan D

Aug 2, 2019

Great course for getting more inside of different CNN architectures

By Jiby N

Oct 28, 2018

More challenging assignments needed for more learning opportunities

By Haoran S

Mar 2, 2018

very good course, though confused by the grading of the assignments

By Joel G

Feb 15, 2018

Great material, but some confusion on the last programming exercise

By Ben B

Feb 6, 2018

Assignment grader needs to be updated. Great course, learned a lot.

By Andrey S

Dec 4, 2017

Great course! I give 4 instead of 5 because of the last assignment.

By Dhanashree P

May 4, 2018

Ability to train own network would improve the learning experience

By Nemish K

Dec 8, 2017

The duration of the course was less, which made it very fast paced

By Clément R

Jul 13, 2019

The course is very good. However some bugs remain in the notebook

By Keith L

Jul 16, 2018

great course although the auto-graders could use some updating...

By Simon T

Apr 23, 2021

The parts on face verification and recognition are really short.

By Mohammed F S

Sep 12, 2020

Needs to be updated with current version of Tensorflow and keras

By Andrew N

Aug 19, 2020

most of the tensorflow documentation link is not working anymore

By Kartikey S

Jun 16, 2021

The course was great overall. The assignments were easy though.

By João M A d S

Jul 12, 2020

Face recognition week was too short to understand key concepts.

By Sandeep P

Jun 14, 2020

Tough on programming side, but good videos. Learning was a fun!

By Antoine V

Sep 5, 2018

Very interesting, but the exercises should be more challenging.

By E W

Feb 11, 2018

One star less because the last homework notebook is very buggy.