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This repository contains the projects solutions related to Udacity's Deep Learning Nanodegree Foundation program.

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MHAbido/DeepLearningFoundations-DLFND-Udacity

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DeepLearningFoundations-DLFND-Udacity

Projects:

  1. First Neural Network: Implement a neural network in Numpy to predict bike rentals.

  2. Image classification: Build a convolutional neural network with TensorFlow to classify CIFAR-10 images.

  3. Tv Script Generation: Train a recurrent neural network on scripts from The Simpson's (copyright Fox) to generate new scripts.

  4. Language Translation: Train a sequence to sequence network for English to French translation (on a simple dataset).

  5. Face Generation: Use a DCGAN on the CelebA dataset to generate images of novel and realistic human faces.

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This repository contains the projects solutions related to Udacity's Deep Learning Nanodegree Foundation program.

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