A Simple Mental Model for Gradient Descent
A simple mental model for gradient descent using linear regression, loss, derivatives, and step size.
machine-learning
Learning Machine Learning After Years of Backend Engineering
A few habits from systems work that have helped and a few that have needed unlearning.