What are GAN's actually- from underlying math to python code

Build Basic Generative Adversarial Networks (GANs)
4.31 (31 reviews)
Udemy
platform
English
language
Engineering
category
instructor
What are GAN's actually- from underlying math to python code
5 846
students
3.5 hours
content
Oct 2020
last update
$19.99
regular price

What you will learn

GAN's Topic Overview and Prerequisites

Theoretical Concept behind GAN's

KL & JS Divergence

Underlying math behind GAN's : Min - Max Game

DCGAN & Hands on Python

Conditional GAN & Hands on Python

ACGAN & Hands on Python

Challenges in training the GAN's

Evaluation metrics & Tips for making GAN'S in real life

Practical Application - Synthetic class specific image generation using GANs

Some other cool applications of GAN's

Semi-supervised learning with Generative Adversarial Networks

Hands on Semi-supervised learning with Generative Adversarial Network

Summary & additional resources

Course Gallery

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Students
11/2012/2002/2104/2106/2108/2109/2111/2101/2203/2205/2207/2209/2210/2212/2203/2305/2307/2309/2312/2302/2404/2406/2409/2411/2402/2505/2501 5003 0004 5006 000
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Enrollment Distribution
3513122
udemy ID
20/09/2020
course created date
01/11/2020
course indexed date
Lee Jia Cheng
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