Designing Your Neural Networks - KDnuggets

Training neural networks can be very confusing! How many hidden layers should your network have? Why are your gradients vanishing? In this post, we'll peel the curtain behind some of the more confusing aspects of neural nets, and help you make smart decisions about your neural network architecture. I highly recommend forking this kernel and playing with the different building blocks to hone your intuition.