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:
- Lesson 1 - PyTorch Basics and Gradient Descent
- Lesson 2 - Working with Images and Logistic Regression
- Lesson 3 - Training Deep Neural Networks on a GPU
- Lesson 4 - Image Classification with Convolutional Neural Networks
- Lesson 5 - Data Augmentation, Regularization & ResNets
- 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