This repository contains my project submission for the Deep Learning Nanodegree from Udacity.
- Predicting bike-sharing patterns: Implement a neural network in NumPy to predict bike rentals.
- Landmark Classifier: Build a convolutional neural network with PyTorch to classify images of landmarks.
- TV Script Generation: Train a recurrent neural network to generate scripts in the style of dialogue from Seinfeld.
- Face Generation: Use a DCGAN on the CelebA dataset to generate images of new and realistic human faces.
- Sentiment Analysis: deploy a sentiment analysis model with Amazon SageMaker