Gradient descent algorithms take the loss function and use partial derivatives ... we need to know about derivative rules, trust that they work, and understand how they apply.

Understand what is Linear Regression Gradient Descent in Machine Learning and how it is used. Linear Regression Gradient Descent is an algorithm we use to minimize the cost function value, so as to ...