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

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42,550 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

JM

Sep 19, 2020

Excellent, solid insights into working of models as well as providing references to the original work. THe assignments give practical examples of models one might want to implement for their own use.

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

筛选依据：

5451 - Convolutional Neural Networks 的 5475 个评论（共 5,641 个）

创建者 Ajeet M

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Oct 7, 2020

I would like for the course to be a little bit more difficult as far as writing the programming exercises.

创建者 Ritvik A

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Aug 30, 2020

End of the course was not well structured. But the starting of the course was good and very well planned.

创建者 Yifan W

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Jan 24, 2018

Good Lecture overall, but the last assignments contain bugs that students were not supposed to figure out

创建者 Bingcheng L

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Jul 14, 2019

Not enough materials about the fundamentals about CNN, just a couple of implementation without details.

创建者 Carsten F

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Jan 30, 2018

The course was good but waiting for the 5th part of the 5-part specialization for months is a pain.

创建者 derrick b

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Jan 28, 2018

Going from lecture to code is too sparse. Needs sample or pseudo-code that can be used as a guide.

创建者 Kyusun J

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Feb 11, 2021

Every Course is in youtube. Don't know why i paid for this. The programming exercises are oudated.

创建者 Dylan R

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Oct 19, 2018

Lecture editing and programming assignment quality start to go seriously downhill in this course.

创建者 Alex H

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Dec 13, 2017

The course is not ready for prime time: grader and exercise errors would make people bald. :)

创建者 Håvard S

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Dec 10, 2017

Lectures are brilliant - but the course is let down by issues with the programming exercises.

创建者 NAGARAJ R

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Jan 23, 2019

Object detection chapter was too overwhelming and I wish Mr. Ng had dumbed it down a shade.

创建者 Renato R d S

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May 27, 2020

It will be very important an update, especially at week 1. A lot of commands are not used.

创建者 Simeon S

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Mar 1, 2020

Good overview over the materials, but there are a lot of clipping errors and typo's....

创建者 Mohamed E

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Dec 21, 2017

Needs to discuss more applications outside of image classification and computer vision.

创建者 Chenming X

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Nov 16, 2018

It is hard to understand the code and the training is limited in the coding homework.

创建者 Rudy F

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Nov 23, 2017

course was good but server/grader bugs in the programming tests were demotivating...

创建者 Ali S

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Apr 5, 2025

In the programming exercises, there are not enough explanations for the given code

创建者 Paul H C

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Oct 21, 2018

Really interesting from a theoritical standpoint but the exercise are too guided..

创建者 Alan P

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Dec 9, 2017

Too much bugs in program assignment and sometimes the instructions are not clear!!

创建者 Alex B

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Aug 27, 2022

Quality of the assignments not as high as previous courses in this specialisation

创建者 Tom B

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Jul 24, 2018

programming assignments are of lower quality than previous sections of the course

创建者 Maysa M G d M

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Apr 28, 2018

I would like to see the implementation from scratch, not only pre-trained things.

创建者 Ishan B

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Jan 18, 2018

There were issues with the Coding Assignments. Lots of inconsistencies in grading

创建者 Hair P

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Jun 24, 2020

This course is great, but it DEFINITELY needs to be updated to Tensorflow 2.0

创建者 Xiaohua Z

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Jun 11, 2018

Terrible grading system waste u tons of time.The content itself is excellent.