Deep Learning Nanodegree Projects (DLND)

Projects completed for Udacity’s Deep Learning Foundations Nanodegree.

Citi Bicycle Sharing - First Neural Network

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Citi Bicycle Sharing Prediction Project - Using a basic recurrent neural network written in numpy to predict bicycle sharing patterns in New York City.

Face Generation

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Face Generation Project - Using GANs to generate novel faces from existing images of faces.

Image Classification

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Convolutional Neural Network Model for Multiclass Classification.

Language Translation

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Language Translation Project - Using sequence-to-sequence LSTM model to translate from one language to another.

TV Script Generation

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TV Script Generation Project - Using an LSTM RNN to generate new scenes based on an existing script.