Udacity's PyTorch Scholarship Challenge Nanodegree
A collection of concepts, notebooks and projects done as a part of Udacity's Pytorch Scholarship Challenge.
Lesson 1
Welcome to the Scholarship Challenge
Lesson 2
Introduction to Neural Networks
Notebook: Analyzing Student Data
Lesson 3
Talking PyTorch with Soumith Chintala
Hear from Soumith Chintala, the creator of PyTorch, about the past, present, and future of the PyTorch framework.
Lesson 4
Introduction to PyTorch
2 - Neural Networks in PyTorch
Lesson 5
Convolutional Neural Networks
Convolutional Layer Visualization (Notebooks)
CIFAR 10 Classification (Notebooks)
Lesson 6
Style Transfer
Notebook: Neural Style Transfer
Lesson 7
Recurrent Neural Networks
Character level RNN and LSTM (Notebook)
Time Series using RNN (Notebook)
Lesson 8
Sentiment Prediction with RNNs
Notebook: Sentiment Prediction with RNNs
Lesson 9
Deploying PyTorch Models
Challenge Project
[Coming Soon]