Mini Projects for EEL 6935 Deep Learning Course. Covering Cost functions, Neural Network for multi-class classification, Regularizers, Image Classification using CNN on CIFAR-10 datset, View filters, Data Augmentation, Denoising Autoencoders, Recommender systems , DNN, CNN, GANS, LSTM- RNN