/nd101-projects

Projects source code for Udacity Deep Learning Nanodegree Foundation

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nd101-projects

Projects source code for Udacity Deep Learning Nanodegree Foundation

  • https://www.udacity.com/course/deep-learning-nanodegree-foundation--nd101

  • https://github.com/udacity/deep-learning

  • Project 1

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

  • Project 2

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

  • Project 3

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

  • Project 4

    • Machine Translation: Train a sequence to sequence network for English to French translation (on a simple dataset)

  • Project 5

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