#fundamentals
2 posts
Cross Entropy Loss
A comprehensive guide to understanding and implementing cross entropy in machine learning — from information theory to PyTorch.
Elements of Neural Nets: Building Blocks of AI
An essential guide to the foundational components of modern neural networks — activations, cost functions, optimizers, and regularization.