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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


Sep 1, 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.


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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5051 - 5075 of 5,457 Reviews for Convolutional Neural Networks

By Ayoub E

Oct 25, 2018

Is great course about CNN that I took

By Erik B

May 4, 2018

Great introduction into this subject.

By Adnan H

Jun 14, 2020

Programming exercises need updating.

By sai d p v

Dec 3, 2017

Needs robust/challenging assignments

By Yigit B U

Nov 30, 2020

Really fun and tangible assignments

By Apurv T

Aug 27, 2020

improve Face recognition assignment

By yangxiaoxiao

Dec 7, 2017

not as good as three classes before

By 刘涛

Jul 6, 2020


By Siddhartha C

Jun 28, 2020

Good course. Go slow to grasp all.


Jun 6, 2020

Videos need to be properly edited

By Yongyi W

Dec 22, 2019

Week 3 & 4 could be more detailed

By Андрей А В

Jan 5, 2021

A good one. Just not topical yet


Jun 24, 2020

Too Tough concepts to understand

By Russel S

Apr 30, 2020

Programming Exercise is too easy

By Yingyu F

Feb 13, 2019

Hope to have more coding demo...

By David A S

Dec 4, 2017

Several bugs in the assignments.

By Chaitanya M

Aug 1, 2020

Really Enjoyed it. Thanks a lot

By Moumita L

Oct 8, 2022

Wonderful Introduction to CNN

By Korobov P

Oct 9, 2018

Great but too brief sometimes.

By Oskar L

May 25, 2018

the ipy notebook is not great.

By Hanan S

Jul 7, 2018

exercise where below standard

By Vitor V d O B

Dec 26, 2017

week 4 assignment is buggy af

By Yu L

Apr 24, 2020

mentor is highly unavailable

By 靳雅麟

Jan 1, 2018

have some bugs in assignment

By Abhishek S

Sep 16, 2019

Add a question in the video