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

41,220 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


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.

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4951 - 4975 of 5,441 Reviews for Convolutional Neural Networks

By Aniruddh B

May 5, 2020

Great course. Assignments too easy -- too much handholding.

By Sebei T N

Aug 17, 2019

Adequately confident with convolutional neural networks now

By Harshit P

Aug 11, 2019

Kernels are extremely buggy please fix the recurring issues

By Joseph L

Dec 21, 2017

good courses, but it has some errors in the last assignment

By Peeranat F

Nov 18, 2017

I didn't rate 5 because of a lot of issues about the grader

By Sig I

Apr 20, 2022

Good introduction with some depth and hands-on experience.

By Gaurav S

Feb 10, 2019

Difficult to find help for the face recognition assignment

By Wu T

Dec 11, 2017

grader is not working sometimes, have to logout and login

By Bogdan P

Dec 31, 2017

The coding assignments and the grader should be bug free

By Elizaveta N

Oct 22, 2020

The is a problem with the grader in the last assignment

By Jaadari F

May 4, 2020

some principles were a bit foggy and hard to understand

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!