Neural networks tips and tricks - The Data Scientist

Deep neural networks can be complicated to understand, train and use. Deep learning is still, to a large extent, an experimental science. This is why getting some input on the best practices can be vital in making the most out of the capabilities that neural networks offer. This article presents some good tips and tricks for understanding, training and using deep learning. The simplest way to represent things with neural networks is to dedicate one neuron to each thing.