Intro to Deep Learning with PyTorch

Welcome to this course on deep learning with PyTorch!

Learn the concepts behind how neural networks operate and how we train them using data.

Hear from Soumith Chintala, the creator of PyTorch, about the past, present, and future of the PyTorch framework.

Learn how to use PyTorch to build and train deep neural networks. By the end of this lesson, you will build a network that can classify images of dogs and cats with state-of-the-art performance.

Learn how to use convolutional neural networks to build state-of-the-art computer vision models.

Use a deep neural network to transfer the artistic style of one image onto another image.

Learn how to use recurrent neural networks to learn from sequential data such as text. Build a network that can generate realistic text one letter at a time.

Here you'll build a recurrent neural network that can accurately predict the sentiment of movie reviews.

In this lesson, we'll walk through a tutorial showing how to deploy PyTorch models with Torch Script.