Below, you can find my projects in this nanodegree program with a short description of each project.
Project 1 - Simple feed-forward neural network in Tensorflow for nonlinear regression problem to predict bike usage over time.
Project 2 - CiFAR10 image classification via convolutional neural networks (CNN) in Tensorflow.
Project 3 - Simpsons TV script generation via recurrent neural networks (RNN) in Tensorflow.
Project 4 - Language translation via seq2seq model in recurrent neural networks (RNN) in Tensorflow.
Project 5 - Celebrity image generation via generative adversarial networks (GAN) in Tensorflow.
Project 1 - Digit recognition with feed-forward neural network in Keras.
Project 1 - Digit recognition with feed-forward neural network in TFLearn.
Project 2 - Movie sentiment classification in Tensorflow.
Project 2 - Movie sentiment classification in TFLearn.
Project 2 - Movie sentiment classification in Keras.
Project 3 - notMNIST classification in Keras.
Project 4 - Autoencoders in Keras using Fashion_MNIST built in Google Colab.