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學生對 提供的 Convolutional Neural Networks 的評價和反饋

40,622 個評分
5,385 條評論


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....




Great Course Overall

One thing is that some videos are not edited properly so Andrew repeats the same thing, again and again, other than that great and simple explanation of such complicated tasks.



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


5176 - Convolutional Neural Networks 的 5200 個評論(共 5,359 個)

創建者 Martin N


The exercises are awkward - it is a lot of index juggling and I feel it does not help me understanding the "whys".

創建者 Aditya M


The audio was not clear ( mostly was of low volume) at moments when the instructor was telling important points.

創建者 Michal S


some videos weren't properly edited (repeated sentences).

I like the assignments but the machine was too slow.

創建者 Rajib C


The Algorithms should have been touched in depth, so that we could learn and apply everything from scratch.

創建者 James H


Great intro to CNNs - would be 5 star but downloading the support files to your own machine is such a pain.

創建者 Tatsunari W


A great introductory course in CNN

A little too many hints and too much guidance on every coding assignment

創建者 Ajeet M


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

創建者 Ritvik A


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

創建者 Yifan W


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

創建者 Bingcheng L


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

創建者 Carsten F


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

創建者 der b


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

創建者 Kyusun J


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

創建者 Dylan R


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

創建者 Alex H


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

創建者 Håvard S


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



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

創建者 Renato R d S


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

創建者 Simeon S


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

創建者 Mohamed E


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

創建者 Chenming X


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

創建者 Rudy F


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

創建者 Paul H C


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

創建者 Alan P


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

創建者 Tom B


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