DeepLearningProjects

Series of projects implementing deep learning algorithms. These projects were created as a part of my Deep Learning Nanodegree. All of these projects were graded and were required for my certification.

bike-sharing-nn

• Implements a Deep Neural Network for classifying Bike Sharing Patterns

dog-classifier

• Various implementations of Convolutional Neural Networks which classify dogs.
• Two main models:
  • Custom CNN
  • Resnet Transfer Learning

tv-script-gen

• Implements a Recurrent Neural Network (RNN) used to generate TV scripts

face-gen

• Implements of a Deep Convolutional Generative Adversarial Network (DCGAN) which can generate celebrity faces.

sagemaker-sentiment

• Implements a Recurrent Neural Network (RNN) for Sentiment Analysis.
• Trained using AWS Sagemaker.
• Deployed using AWS Lambda and API-Gateway.