Generative Adversarial Networks (GAN) Courses and Certifications

GANs in Medical Image Synthesis, Translation, and Augmentation - Jason Jeong

Explore Stanford's brief yet comprehensive exploration of Generative Adversarial Networks (GANs) in medical imaging, focusing on image synthesis, translation, and augmentation.

• YouTube
• 56 minutes
• On-Demand
• Free Online Course

Microcredential

Generative Adversarial Networks (GANs)

DeepLearning.AI offers a 13-week course on Generative Adversarial Networks (GANs), covering image generation, bias detection, privacy preservation, and more. Ideal for all levels of learners.

• Coursera
• 13 weeks, 8 hours a week
• On-Demand
• Paid Course
• 3 courses

Build Basic Generative Adversarial Networks (GANs)

1879 ratings at Coursera

DeepLearning.AI offers a 4-week course on Generative Adversarial Networks (GANs), covering foundational concepts to advanced techniques, with hands-on experience in PyTorch.

• Coursera
• 1 day 5 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Build Better Generative Adversarial Networks (GANs)

638 ratings at Coursera

DeepLearning.AI offers a 3-week course on Generative Adversarial Networks (GANs), covering evaluation methods, bias detection, and advanced techniques like StyleGANs. Gain hands-on experience with PyTorch.

• Coursera
• 1 day 4 hours 49 minutes
• On-Demand
• Free Online Course (Audit)

Apply Generative Adversarial Networks (GANs)

508 ratings at Coursera

DeepLearning.AI offers a 3-week course on Generative Adversarial Networks (GANs), covering applications, image-to-image translation, and privacy issues. Gain hands-on experience with PyTorch.

• Coursera
• 1 day 1 hour 39 minutes
• On-Demand
• Free Online Course (Audit)

Building Generative Adversarial Networks

1 review

Learn to understand and implement a Deep Convolutional GAN (generative adversarial network) to generate realistic images, with Ian Goodfellow, the inventor of GANs, and Jun-Yan Zhu, the creator of CycleGANs.

• Udacity
• 4 weeks, 3-4 hours a week
• On-Demand
• Paid Course

Multi-Agent Diverse Generative Adversarial Networks

Explore Generative Adversarial Networks with the University of Central Florida. Learn about model distributions, mode collapse, and algorithm generation in under an hour.

• YouTube
• 37 minutes
• On-Demand
• Free Online Course

VEEGAN - Reducing Mode Collapse in GANs Using Implicit Variational Learning

Explore Generative Adversarial Networks and tackle mode collapse with VEEGAN, in this short program by the University of Central Florida.

• YouTube
• 23 minutes
• On-Demand
• Free Online Course

Generative Adversarial Minority Oversampling

Explore Generative Adversarial Networks and Minority Oversampling in a short program by the University of Central Florida. Delve into related works, methods, and experiments.

• YouTube
• 21 minutes
• On-Demand
• Free Online Course

Literacy Essentials: Core Concepts Generative Adversarial Network

11 ratings at Pluralsight

This course will teach you the theory and code behind General Adversarial Networks (GANs). GANs are self-evaluating and self-improving networks that can create the stunning results you see in generated photos, videos, and sounds.

• Pluralsight
• 33 minutes
• On-Demand
• Free Trial Available

Andreas Geiger

Generative Neural Scene Representations for 3D-Aware Image Synthesis

Explore 3D-aware image synthesis with Andreas Geiger's talk, covering Generative Radiance Fields, Neural Feature Fields, and Camera-Aware Decomposed Generative Neural Radiance Fields.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Code With Aarohi

What Are GANs - Generative Adversarial Networks Explained

Learn about Generative Adversarial Networks (GANs) in less than an hour with Code With Aarohi. Understand how GANs work, their training phases, and applications.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Single Image Super Resolution Using SRGAN

Explore Single Image Super-Resolution using SRGAN with DigitalSreeni. Understand key concepts in under an hour by studying the original publication.

• YouTube
• 29 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Unpaired Image to Image Translation Using CycleGAN - An Introduction

Learn about unpaired image translation using CycleGAN from DigitalSreeni in under an hour. Understand key details from the original paper, generator architecture, and training.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

DigitalSreeni

Image to Image Translation Using Pix2Pix GAN

Learn Pix2Pix GAN for image translation in under an hour with DigitalSreeni. Understand key concepts, generator and discriminator architecture, and apply it to satellite images and scientific visuals.

• YouTube
• 33 minutes
• On-Demand
• Free Online Course