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

41,316 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


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


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.

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4976 - 5000 of 5,457 Reviews for Convolutional Neural Networks

By 蔡中祥

Mar 26, 2019


By Brinzoiu B

Feb 1, 2018

Provides great introduction to conv nets. Great Course.

By Yuguang I

Jun 12, 2019

Often the assignment could not be submitted and saved.

By Ejiro O

Jan 19, 2019

The grader bug should be looked into, wonderful course

By stewart n

Mar 24, 2018

Interesting course, but let down by the grader's bugs.

By Y C

Jul 1, 2021

Great course to learn CNN and get familiar with keras

By Aniket D B

Sep 28, 2020

Add how to create object detection model from scratch

By Abhishek P

Jul 27, 2020

There is so much you can learn easily from Andrew Sir

By Jr.Shivendra

Jan 2, 2019

Very helpful course for basic understanding of CNN's.

By Yi Z

Dec 24, 2017

The programming instructions are with something wrong

By Zaki A Q

Jul 2, 2018

It is a great course for a deep learning enthusiast.

By Luis C

Dec 8, 2017

Material is good, but too many problems with grader.

By Mikhail G

Nov 8, 2017

good amount of practice, some rough edges in content

By Sachin S

Nov 27, 2019

Iou function had issues in week 3 .Course was good!

By Xinghua J

Sep 27, 2019

If more practice using convNN, it would be perfect.

By zhengxinran

Mar 5, 2018

还是一贯的好!但是习题没有详细解析了!然后带有 Hint 的链接,即使翻墙也看不到,这个非常影响学习!

By Enes Ş

Oct 11, 2020

Programming assignments could be more challenging.


May 16, 2021

Some assignments have bugs and needs to be fixed.

By Hemanth M

Jul 20, 2019

Tensorflow and Keras parts need better references

By Jean E K

Jun 7, 2018

grader s output should be completed with feedback

By James H F J

Nov 2, 2020

Interesting course! Enjoy teacher's enthusiasm.

By Abu M R

May 21, 2020

A bit faster in terms of programming assignments

By Soner

Feb 6, 2020

Programming assignments are basic than expected

By Jonathan R

Apr 19, 2018


one star missing due to grader problem

By Ziggy W

Dec 24, 2017

5 stars, except for the bug in grader on part 4.