The Complete GANs Bootcamp: Theory and Applications

Master Generative Adversarial Networks (GANs) in no time

4.25 (77 reviews)
Udemy
platform
English
language
Data Science
category
instructor
The Complete GANs Bootcamp: Theory and Applications
602
students
3 hours
content
Dec 2020
last update
$39.99
regular price

What you will learn

Understand all the theoretical aspects in Generative Adversarial Networks (GANs)

Master the practical skills in coding the Generative Adversarial Networks (GANs)

Why take this course?

This course is a comprehensive guide to Generative Adversarial Networks (GANs). The theories are explained in depth and in a friendly manner. After each theoretical lesson, we will dive together into a hands-on session, where we will be learning how to code different types of GANs in PyTorch, which is a very advanced and powerful deep learning framework!

The following topics will be included: 

DCGANs

LSGANs

CGANs

CoGANs

SRGANs

CycleGANs

other types of GANs

Each type will include a theoretical and practical session.

Screenshots

The Complete GANs Bootcamp: Theory and Applications - Screenshot_01The Complete GANs Bootcamp: Theory and Applications - Screenshot_02The Complete GANs Bootcamp: Theory and Applications - Screenshot_03The Complete GANs Bootcamp: Theory and Applications - Screenshot_04

Reviews

Christian
November 26, 2022
The presented code is partly inconsistent with the theoretical background presented before. The generator for example has only a devonvolutional pipeline. Another dissapointment is that there is a lot of text on the slides and sometimes the reference is missing.
Sweta
August 1, 2022
It was good but it should be improved by explaining things in depth. The theory knowledge is very less to understand the practical work.
Tolga
March 1, 2022
This is neither a Bootcamp nor complete. It is a short course on GANs. You have to have a solid experience of deep learning and coding experience on convolutional neural networks
Tarek
January 26, 2022
The author of the course very nicely and step-by-step explains the concepts. He went over the code line-by-line as well that was very helpful to as a learner. The instructor makes it easier to understand the ideas that go in GANs. A wonderful learning experience in this course and thank you Mahmoud for creating such a wonderful course on GANs. Please make more machine learning courses in the future so that we, the learners, can benefit from your great teaching.
Libong
November 16, 2021
It's a good course, well explained, but it's a bit of a shame that it's exactly the same code you can find on the pytorch tutorials. And, I would have preferred the code to be done live and not just explained. For the rest, I'm satisfied.
Lola
July 10, 2021
This course is truly amazing. It offered me with all the knowledge I needed to deal or even master the topic of GANs. Anyways, I think it’s really important for anyone to make sure that he fulfills the course prerequisites before he buys it to get the most out of it.. overall it’s really quick, well balanced, and well explained course that I recommend to anyone wants to explore GANs.
Carey
December 30, 2020
Mahmoud does an OK job at providing an overview of the GANs. There are videos online that can provide you more details if needed. Mahmoud glosses over a lot of the code. You will have to put in some extra time to really understand the code.
Toffee
October 26, 2020
It is really a great course.. I stumbled on it while I am working on my master's project and it helped me a great deal..
Min
August 16, 2020
Still half way through the course... but it seems like this course is exactly what I was looking for. It has the perfect combination of depth and simplicity
Sushish
August 4, 2020
I found this course to be an outstanding heading for those who want to learn and code GANs. This enlightening idea about GAN and its other variants are very much well defined. The implementation using the pytorch library have also helped me understand its various applications in the field of Deep learning. Many thanks to the course instructor and designer for giving a profound course series focusing on the GANs implementation. My experience with this course have made me understand and visualize the working of both generator and discriminator network along with their features needed to build the whole framework. I would personally recommend this course to the ones who are trying to understand and implement GANs. Moreover the support from instructor is immense, its like having a mentor 24 X 7. I have been able to complete as well as understand this course and also conduct few of my experiments on GANs with the great help of Mr. Mahmoud Elsayed. One of best course and a best instructor !!!

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2951978
udemy ID
4/3/2020
course created date
5/28/2020
course indexed date
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