Deep Learning vs Machine Learning: What’s the Difference?
Deep learning is a subfield of machine learning. We look at what separates the two, when each tends to suit, why deep learning took off in 2012, and where its limits lie.
Deep learning
How Neural Networks Work: A Step-by-Step Guide with Code
What changes inside a neural network when it “learns”: neurons, layers, the loss function, backpropagation and gradient descent, with a minimal NumPy version and the same loop in PyTorch.