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

4.9
stars
42,125 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

AV

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

RS

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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826 - 850 of 5,580 Reviews for Convolutional Neural Networks

By G R S

May 14, 2020

An excellent course as usual. I'm taking it as part of the specialization. The notebooks were very insightful and amusing, delving into real-world problems. Really great!

By Rajesh R

Apr 8, 2020

Assignments were extremelly good and hard (even with so much of help, clues and documentation). I still really enjoyed learning this course. Andrew is an amazing teacher.

By Manali g

Oct 5, 2019

A very thorough course on the introduction of Convolution net and its application.It goes from basic to the advance level.A must do course for the beginners in the field.

By Eshaan R

Sep 1, 2019

The course was excellent and I learnt many brilliant things from this course. I thank Coursera for such wonderful course which gives insight to ConvNets such beautifully.

By Andrew H

Apr 5, 2018

The material is clearly presented and the programming exercises emphasize the concepts necessary to master CNNs. This was my favorite course out of the 5-course sequence.

By Amine D

Dec 27, 2017

Andrew Ng : Just the best professor ... He has a very good way of explaining each component of a CNN . Also the course introduces lot of good computer vision concepts ...

By Gergo I

Dec 1, 2021

This was the best course so far in this specialization. Big thumbs up for the creators of the assignments and Andrew for putting this awesome piece of lectures together.

By Muhammad F

Jul 25, 2021

A very comprehensive course, which covers important concepts in the field of computer vision and deep learning , thanks to Andrew and coursera for such a great contents.

By RITESH C

Jun 6, 2020

A very well-structured course with a decent amount of hands-on programming assignments. Thoroughly enjoyed learning about CNN's. Andrew Ng is simply the best instructor.

By Javier E

May 27, 2020

excelent material. it was fun at the end assignment, i laughed at benoint seling the id card and a machine saying "please go away" to him, lol. thanks for this course!!!

By Gabriele S

Jan 23, 2020

I really appreciated this course because it proposes a wide range of methods to deal with computer vision problems. In my opinion, the best course of the specialization.

By KARAN J

Mar 17, 2019

This course is absolutely amazing . You get to know a lot in detail about convolutional neural networks , how they work and how to apply it in computer vision problems .

By Mick Z

May 27, 2018

From the course, we can learn the details of CNN and how it grew. Maybe someday we can apply the great ideas from CNN to other problems. I learned much from this course.

By Akshay A

Jan 4, 2018

Despite of some bugs in the Assignments as well as in videos I really enjoyed the course material and learned a lot. Looking forward to completion of the specialization.

By Melody K

Feb 18, 2024

Definitely one of the most exciting topics among the deep learning specialization course, get to learn a lot of knowledge and wonderful CNN theories, highly recommended

By Ethan ( W

Jun 29, 2020

Great thanks to instructor Andrew Ng, the five Deep Learning courses and one Machine Learning course taught by him are really enjoyable and the best ones in DL and ML.

By Justin P

Apr 14, 2020

Very detailed course on convolutional neural nets. I like how it starts with a basic intuition on the concept before delving into formal details. Fun exercises as well.

By Tobias S

Mar 12, 2020

The course gives a good overview on most popular topics of CNNs. You get an idea of the inner workings and the frameworks used and what can be achieved by applying NNs.

By Karthik K M

Jan 26, 2020

This is the best course for the convolutional neural networks . It will give a detail information about how CNN are going to work and about various techniques about CNN

By Tim W

Jan 6, 2020

Very useful courses! Thank Professor Andrew Ng very much for bringing these projects from inside to outside. Wish Professor Ng give us courses every year in this field.

By mohit t

Dec 11, 2019

Gives great understanding about CNN. Just keep going through previous week topics throughout the course otherwise it can be hard to remember them till you reach week 4.

By James W

Nov 12, 2019

Most lucid explanation of of Convolution nets I've ever encountered. Would be nice if they reshot the errors in the videos, though I understand that may be challenging.

By meet s

Oct 21, 2019

It is an amazing course, But in first week there should be optional videos for understanding backpropogation in CNN. Otherwise a great course and learned a lot from it.

By Ishitwa V

Aug 10, 2019

Very insightful course. I enjoyed it a lot. I am looking forward that in future deeplearning.ai would include more mathematical depths in deep learning courses. Thanks.

By Huan H

Dec 19, 2018

非常好的学习体验!视频和练习作业都很实用,对于入门CNN很有帮助。

Very good learning experience! Both the lecture videos and online practices are useful. It's very helpful for getting started with CNN.