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

4.9
41,220 個評分

課程概述

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....

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RK

2019年9月1日

This is very intensive and wonderful course on CNN. No other course in the MOOC world can be compared to this course's capability of simplifying complex concepts and visualizing them to get intuition.

AG

2019年1月12日

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.

篩選依據:

5226 - Convolutional Neural Networks 的 5250 個評論(共 5,441 個)

創建者 Stanislav C

2018年1月29日

Grader in the last assignment is wrong. It has been reported in the discussion forums several months ago and still hasn't been. Apart from that, great content

創建者 Jesus A F

2018年1月20日

The course gives you a good introduction to NN. However, the grading is buggy, and the content rather superficial. It gives you a false sense of achievement.

創建者 Stefan M

2019年6月14日

The homework assignments, compared to the other courses, where pretty low in quality. If these errors get corrected, I'd happily give this course 5/5 stars.

創建者 Mathias E

2021年10月25日

Videos were mostly great!

Expected more of the written material (quizes, assignments, etc.), not the quality I would expect from something I've paid for...

創建者 Uddhav D

2019年6月7日

Some issues regarding the submission of assignments and some minute mistake in the videos and assignment. Although great teaching by Andrew as always :)

創建者 Karol K

2017年12月3日

Issue with triplet loss function shouldn't happen. I had to remove "axis = -1" in order to pass grader even though function had produced wrong answer!!!

創建者 Dmitry K

2017年11月30日

There are a lot of issues with programming assignments grader (I've spent one hour to complete assignment and two days to make a grader to get it)

創建者 Roel H

2018年6月22日

The programming assignments contain bugs. Also the jupyter notebook kept on shutting down thus slowing down the learning process quite a bit :-(

創建者 Kalana A

2019年1月25日

Certain Parts are not that much clear. Specially like in the triplet loss function, until the coding was done the real procedure was not clear.

創建者 Kanishka D

2017年12月27日

the assignment setup and graders are not updated after reporting issues several times which caused a great deal of frustration among students.

創建者 Felix P

2017年11月20日

The last exercise it was a litle annoyng, it took me almost five days to figure out how to solve the face recognition because a grader fault.

創建者 Sergio B

2020年12月13日

I enjoyed the courses but I would like more practice, maybe a different module or examples aimed to help you define and optimize our models

創建者 Serkan Ö

2018年6月10日

There were repeats in the videos🤔 Also the answers to quizzes are not visible. If these would have existed, 5 stars would be reasonable.

創建者 Reyrey

2018年3月17日

Sometimes it was very difficult to understand lecturer because of his accent, but apart from that, assignments and lessons were helpful

創建者 Stephen D

2018年3月17日

This course is pretty good. Some things are not explained as well as Prof. Ng typically explains things, especially in the last week.

創建者 Carol S

2020年7月19日

The Neural Style Transfer notebook seems to have makes it difficult in the last panel to access the generated_image global variable.

創建者 Jkernec

2018年1月12日

The assignments need to be reworked as they are quite confusing and the grading system is flawed especially for the last assignment.

創建者 Jnana R D

2019年3月13日

More simple lectures with illustrations required and also graders need to fixed. Had a lot of time wasted because of buggy graders

創建者 VORA N

2020年6月11日

It has very less explanation about working of back propagation of convolution network,

plus it can explain YOLO in much better way

創建者 Aoun L

2018年5月29日

The course is great but the assessments and grading is terrible, so many particularities and repetition that does not make sense.

創建者 Sudhanshu D

2018年4月8日

Week 3, exercise 2 is very buggy. Couldn't have completed it without the discussion forum. Kindly fix it for the future learners

創建者 Ankit R

2019年10月7日

Found it really difficult to submit programming assignments, at times the jupyter notebooks were not at all responsive.....

創建者 Gowdhaman S

2018年4月22日

Course content was good but lack with hands-on projects. It would be really helpful if the team could add capstone project.

創建者 vishwanathan r

2017年11月15日

There should be a way through which folks can download the entire zipped contents of the programming and also the lessons.

創建者 Carmine M

2018年4月12日

Very interesting and with high quality material. It could be improved by adding more tutorials about the frameworks used.