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

4.9
42,535 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

NK

Jul 10, 2024

Fabulously designed, I could confidently say that the programming exercise is sufficiently sophisticated, and yet managed to be not so difficult as to deter new learners. All in all a great course!

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:

4976 - Convolutional Neural Networks 的 5000 个评论(共 5,640 个)

创建者 Yash G

Nov 29, 2018

A good course, could be great if we keep the course updated with current state of the art developments

创建者 金哥哥

Jan 31, 2018

I don't know the triplet loss part in the final PA. why it's should be axis = None

other PAs are great!

创建者 Bhuvan G

Aug 16, 2020

The graded assignments are a bit buggy and need to be corrected. The quality of the content is great.

创建者 Raj K

Aug 8, 2020

Course covers most of the basics for CNNs.

But it would be better if they would have also covered GANs

创建者 Paul B

Nov 29, 2017

Great content, HW assignments were poorly done because of the automated grader being fickle or wrong.

创建者 Claudio v P

Jan 5, 2020

I would give it 5 starts, but there are too many errors in subtitles and audio. Overall very useful!

创建者 Debadyuti B

Sep 11, 2019

Material was excellent as usual. However, there were a few glitches in the final week's assignments.

创建者 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.

创建者 Tobias H

Jan 3, 2018

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

创建者 Mustafa A S

Apr 28, 2022

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

创建者 Pratik S P

Sep 23, 2020

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

创建者 David K

Mar 23, 2019

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

创建者 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.

创建者 Marcus M

Feb 20, 2018

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

创建者 BEVANS O O

Dec 2, 2022

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

创建者 Alperen S A

Sep 3, 2020

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

创建者 Ishan M

Aug 18, 2020

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

创建者 James C

May 2, 2019

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

创建者 Nazia P

Jun 23, 2018

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

创建者 Nils K

Feb 28, 2018

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

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!