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

4.9
stars
42,029 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

AG

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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4926 - 4950 of 5,570 Reviews for Convolutional Neural Networks

By Adalberto C Q

Feb 24, 2018

Pretty good course. It would be perfect if it would go much more into the details with YOLO and NST.

By Tobias H

Jan 3, 2018

Despite some bugs in the assignments (especially second assignment of week 4!) a very useful course!

By Mustafa A S

Apr 28, 2022

Good content, good instructor. But the grader is terribly buggy and makes you waste a lot of time.

By Pratik S P

Sep 23, 2020

there should be explanation of tensorflow library which will help us to understand more efficiently

By David K

Mar 23, 2019

Great, but some aspect such as Neural Style Transfer are not quite as applicable in the real world.

By Frederic D

Jul 21, 2018

This course was cool too but I feel I got a bit less out of the exercises that the first 2 courses.

By Marcus M

Feb 20, 2018

Lots of editing bugs in the videos. Sometimes the videos would seem to jump backwards 5-20 seconds.

By BEVANS O O

Dec 2, 2022

The instructor has the peculiar ability of making the most difficult concepts easy to understand.

By Alperen S A

Sep 3, 2020

it's quite hard and contains unnecessary computation and coding... but generally lessons are great

By Ishan M

Aug 18, 2020

Great Course, the only problem is that this course is still using TensorFlow 1 for its assignment.

By James C

May 2, 2019

Generally a great course, just a couple of quiz questions which could be less ambiguously defined.

By Nazia P

Jun 23, 2018

More assignments of transfer learning using pre-trained models need to be included in this course.

By Nils K

Feb 28, 2018

Some of the grader difficulties in week four need to be sorted out. Otherwise, interesting course.

By Panos

Jan 22, 2018

Too many grader problems existing for so long. Otherwise the material was top quality as expected.

By Divyansh J

Jan 3, 2018

Awesome content and course!

A little problem in course assignments of week4. Otherwise great course

By zinhart

Sep 26, 2021

I particularly appreciated being walked through the derivatives of conv layers in the first week.

By Christian H

Mar 7, 2021

Contentwise great as usual, but all of the tensorflow documentation links are broken. Please fix.

By Mouadh A

May 23, 2019

Very nice course. The coding exercises code be more clear and the grading system needs some work!

By Dorinel B

Mar 14, 2019

More guidelines on tf functions use could be provided even though it has been previously covered.

By Dinesh K S

Nov 4, 2018

This Course gave a high level lecture on CNN. This should be enough to kick start in CNN journey.

By Joe-Kai T

May 25, 2021

Excellent course, teaching both highlevel intuition as well as low level implementation details.

By V R N

Jul 12, 2020

The course was good,but i think more time could've been taken to explain yolo and sliding window

By AMAN G

Apr 27, 2020

Assignments are good,should include more explanation regarding Interactive Session of tensorflow

By Alexey G

Dec 25, 2018

Сложно писать функции, понимания где Keras, где Tensorflow - приходилось искать просто по коду:(

By Zhang H

Nov 28, 2017

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