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学生对 DeepLearning.AI 提供的 Convolutional Neural Networks 的评价和反馈

4.9
42,574 个评分

课程概述

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....

热门审阅

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

SH

Aug 5, 2019

Great content in lectures! Automatic graders for programming assignments can be tricky, and set to old versions of tf sometimes, but answers to these issues are readily found in the discussion forums.

筛选依据:

5001 - Convolutional Neural Networks 的 5025 个评论(共 5,646 个)

创建者 Panos

Jan 22, 2018

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

创建者 Divyansh J

Jan 3, 2018

Awesome content and course!

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

创建者 zinhart

Sep 26, 2021

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

创建者 Christian H

Mar 7, 2021

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

创建者 Mouadh A

May 23, 2019

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

创建者 Dorinel B

Mar 14, 2019

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

创建者 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.

创建者 Joe-Kai T

May 25, 2021

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

创建者 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

创建者 AMAN G

Apr 27, 2020

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

创建者 Alexey G

Dec 25, 2018

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

创建者 Zhang H

Nov 27, 2017

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

创建者 Antonin K

Nov 25, 2018

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

创建者 Henrique M

Aug 28, 2018

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

创建者 Alex M

Jan 10, 2018

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

创建者 alireza h

Dec 12, 2017

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

创建者 hamza d

Sep 14, 2024

the theoritcal content is very good but the teacher doent tell us how to deal with labs enough

创建者 Son N

Oct 3, 2018

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

创建者 Ramesh V

Feb 7, 2018

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

创建者 Mandavilli P

Dec 21, 2022

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

创建者 Arun K

Jun 22, 2020

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

创建者 Burak H

Jul 30, 2019

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

创建者 George P

Jan 2, 2018

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

Looking forward to sequence models!

创建者 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

创建者 Iain C

Sep 8, 2019

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