Modern Deep Convolutional Neural Networks with PyTorch - CouponED

I tried to do my best in order to share my practical experience in Deep Learning and Computer vision with you. Introduction section, where I remind you, what is Linear layers, SGD, and how to train Deep Networks. Convolution section, where we discuss convolutions, it's parameters, advantages and disadvantages. Regularization and normalization section, where I share with you useful tips and tricks in Deep Learning. If you don't understand something, feel free to ask equations.