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

41,206 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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4826 - 4850 of 5,440 Reviews for Convolutional Neural Networks

By Zhang H

Nov 28, 2017

This course is really great. But I hope more such kind of contents will be introduced in future.

By Antonin K

Nov 25, 2018

Topic is nice and well covered. Just the occasional errors/mistakes in the videos are annoying.

By Henrique M

Aug 28, 2018

I sugest to find a better way to teach Transfer Learning when we are codding in the exercises .

By Alex M

Jan 10, 2018

Got a little tedious for me. Still high quality, but not as fun or concise as previous courses.

By alireza h

Dec 12, 2017

Regardless of the problem in grading the final project, the course was very attractive! Thanks.

By Son N

Oct 3, 2018

I wish the assignment tell me more about transfer learning than using the exist trained model.

By Ramesh V

Feb 7, 2018

The grader in week 4 programming assignment 1 was behaving unexpectedly delaying my completion

By Mandavilli P

Dec 21, 2022

It would be better if done in 5 weeks with more clarified explanation in transpose conv parts

By Arun K

Jun 22, 2020

The course was really good. But I wish there were detailed explanation to practise questions.

By Burak H

Jul 31, 2019

The programming assignments in week3 and week4 was not very useful unlike the previous weeks.

By George P

Jan 2, 2018

Very interesting to learn but won't be useful for my role.

Looking forward to sequence models!

By Silvério M P

Sep 9, 2018

Really good course to get a broad idea of the concepts, although not as in depth as i'd like

By Iain C

Sep 9, 2019

Bit harder to understand some of the materials in this one, but I get the general concepts.

By Max W

Sep 7, 2018

The course is awsome, but the introduction to TensorFlot as well as to Kera is improveable.

By Mikael B

Jan 6, 2018

The last coding exercises could have been a bit more in-depth, to be even more educational.

By Samuel S M

Jul 30, 2020

A little less well explained that the oter ones, but still a great course. Should be free!

By S S

Jun 27, 2020

The programming assignment is the highlight of this course. Good work team

By Pascal B

Apr 17, 2020

I learned a load

More comprehensive details in assignment submission errors would be great.

By Christian B

Oct 8, 2018

You rely a lot on the Discussion Forum since there seem only be limited number of mentors.

By Jim R

Mar 14, 2018

Great course. The poor video editing and strange grading anomalies detracted alot however.

By Vijay S

Dec 21, 2017

I would have liked to see more details on one-shot learning, zero-shot learning, and GANs.

By Raghav G

Jul 13, 2020

A decent course though some week's ending materials get a little difficult to comprehend.

By Abhilash S

Jul 4, 2020

TensorFlow could be explained in a bit more detail which could be helpful for new coders.

By Jason C

Mar 26, 2018

the grader of the assignment doesn't work well sometimes and wasted a lot of time on it.

By Robert L

Feb 11, 2018

Would have been 5/5 if the final assessment didn't have a bug in the submission grading.