Deep Learning with PyTorch: Zero to GANs is a course designed by JovianML Platform offering a pratical Deep Learning using the Pytorch Framework.

The Course is designed as below:

1. Lesson 1 - PyTorch Basics and Gradient Descent
2. Lesson 2 - Working with Images and Logistic Regression
3. Lesson 3 - Training Deep Neural Networks on a GPU
4. Lesson 4 - Image Classification with Convolutional Neural Networks
5. Lesson 5 - Data Augmentation, Regularization & ResNets
6. Lesson 6: Image Generation using Generative Adversarial Networks (GANs)

• Assignment 1 - All About torch.Tensor
• Assignment 2 - Train Your First Model
• Assignment 3 - Feed Forward Neural Networks
• Course Project - Train a Deep Learning Model from Scratch