This paper covers the concept of a conservative vector field, and its application in vector physics and Newtonian mechanics. Conservative vector fields are defined as the gradient of a scalar-valued ...

This resource is for learners who want to move beyond using machine learning libraries as "black boxes" and understand the core mechanics of how models like neural networks actually learn. We will ...

Welcome! This repository contains the materials for the "Calculus for Machine Learning and Data Science" course. This course is designed to provide a solid foundation in the fundamental concepts of ...

This module builds on MAST4014 Calculus and Differential Equations. The aim is to introduce the mathematical tools to perform calculations and apply these tools to interesting applications in physics.