I don't like that it skips a lot of mathematics behind the concepts. The programming assingments were nice. I would really really like it if they also added mathematical explanation behind the concepts taught. Otherwise it was a nice course.

Good course!

My suggestion is that we need to add more detailed examples (with numbers) (not just shown in the assignment) immediately after the introduction of a model, which will significantly help the students to understand the model.

The course was very good, only complaint is that assignment w4b was a little vague, in terms of comments on the code and even the fact that no paper or explanation was offered in the course for in depth implementation of the algorithm.

Great material and instructors. Enjoyed watching videos and taking assignments.

Assignments could have been more difficult if we assume most people have taken the deep learning specialization or are familiar with deep learning.

Thanks

I love the explanation and what you actually do in this course. However, if I were to use this to evaluate whether a candidate for a job can work with GANs in practice, I think the complexity for passing the exercises is too low.

Nice material, but the assignments are extremely rudimentary (paint by numbers/fill in the blanks). Perhaps you could provide more advanced (even ungraded, if that's the challenge) assignments for folks that want them?

Thanks

The voice over was pretty fast and hard to understand, so had to do lots of sliding window in video to understand the topics. Otherwise this course is fantastic gateway to understand GAN and it's applicability.

The Teacher is awesome the way she explains the concepts through great examples. I wish the exercises were a little bit more handson and independent (most of the code structure is already there).

Great material. At times, I think there wasn't enough explanation to get the right answers for the assignments, I needed to guess at times and not completely understand what was going on.

Great intro course, the programming assignments were pretty weak in difficulty level, could have had less hand holding there. Excited to get into more high resolution GANs soon!

A little lacking in technical knowledge. You just get to build a GAN and understand bits and pieces about why it works in very simple terms, little mathematics involved.

Lectures were clear, focused & informative. Assignments were well-formed with extremely helpful hints & explanations of the code to be completed. Nice work!

Great course to start building GANs.

I wish more math was included. I realize the math behind this is very complex, and not everyone wants to know about that.

Great examples. Wish there were more reading material that bridged the gap between the papers (very detailed) and the slides (good for exposure to material)

An excellent course. The only area of improvement I can think of would be to get better intuition on the tensor shapes through the model building code.

Great: a motivating teacher and well-structured learning material. It would be cool to provide the slide sets and to eliminate the need to use Slack.

Excellent example code and assignments. Overall great course, only suggestion but would be adding a little more depth in the lecture topics.

Good and quite quick course. Assignments very focused on the innovation of the week, which makes them very short and not very demanding.

The course was too good and knowledgable. But I felt the loss calculation of the disentanglement should have been explained in detail.

There should be some explanation of the assignment's code. The lectures were precise and intresting. I like it. It was informative.

Sharon Nailed it on the insights and the intutions behind every concept discussed and their visual and crisp clarity reasonings

often felt I could infer what to do an assignment without understanding why I was doing it but generally great course content

A very good course to understand the basics of how GANs work, but sometimes mathematical explanations were lacking

I think the videos could have been a bit longer and more technically detailed, nonetheless an enjoyable course!

It's a great course. However it would have been better if there were more videos to explain the coding part.