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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.

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Series of projects implementing deep learning algorithms.

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