Make Your First GAN Using PyTorch

Make Your First GAN Using PyTorch

Developing Generative Adversarial Networks (GANs) using PyTorch

Advanced

97 Lessons

13h

Certificate of Completion

Developing Generative Adversarial Networks (GANs) using PyTorch

AI-POWERED

Explanations

AI-POWERED

Explanations

This course includes

3 Assessments
71 Playgrounds
11 Challenges
20 Quizzes

This course includes

3 Assessments
71 Playgrounds
11 Challenges
20 Quizzes

Course Overview

This course is an introduction to Generative Adversarial Networks (GANs) and a practical step-by-step tutorial on making your own with PyTorch. Through this course, you will learn how to build GANs with industry-standard tools. In the first section, you will dive into PyTorch and refresh your understanding of neural networks by building a simple image classifier. In the second section of this course, you will explore the idea of adversarial training and build progressively more sophisticated GANs; first by...Show More

TAKEAWAY SKILLS

Convolutional Gan

Conditional Gan

Pytorch Basics

Cuda Basics

Neural Networks

Refinements

Human Faces Gan

Basics Of Gan

Handwritten Digits Gan

Simple 1010 Gan

What You'll Learn

Pytorch basics

Making a neural network with PyTorch

Refining the neural network output

Basics of CUDA

The basic idea of GAN

Learning a simple 1010 pattern using GAN

Learning handwritten digits using GAN

Learning human faces using GAN

Convolutional GANs

Conditional GANs

What You'll Learn

Pytorch basics

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Course Content

1.

✨Introduction

Course Author

Trusted by 1.4 million developers working at companies

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

Carlos Matias La Borde

Software Developer

Souvik Kundu

Front-end Developer

Vinay Krishnaiah

Software Developer

Eric Downs

Musician/Entrepeneur

Kenan Eyvazov

DevOps Engineer

Souvik Kundu

Front-end Developer

Eric Downs

Musician/Entrepeneur

Anthony Walker

@_webarchitect_

Evan Dunbar

ML Engineer

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