The concept of the derivative is the building block of many topics of calculus. It is important for understanding integrals, […]

## A Gentle Introduction to Evaluating Limits

The concept of the limit of a function dates back to Greek scholars such as Eudoxus and Archimedes. While they […]

## A Gentle Introduction to Limits and Continuity

There is no denying that calculus is a difficult subject. However, if you learn the fundamentals, you will not only […]

## What you need to know before you get started: A brief tour of Calculus Pre-Requisites

We have previously seen that calculus is one of the core mathematical concepts in machine learning that permits us to […]

## Calculus in Machine Learning: Why it Works

Calculus is one of the core mathematical concepts in machine learning that permits us to understand the internal workings of […]

## Key Concepts in Calculus: Rate of Change

The measurement of the rate of change is an integral concept in differential calculus, which concerns the mathematics of change […]

## What is Calculus?

Calculus is the mathematical study of change. The effectiveness of calculus to solve a complicated but continuous problem lies in […]

## Differential Evolution from Scratch in Python

Differential evolution is a heuristic approach for the global optimisation of nonlinear and non- differentiable continuous space functions. The differential […]

## Modeling Pipeline Optimization With scikit-learn

This tutorial presents two essential concepts in data science and automated learning. One is the machine learning pipeline, and the […]

## Gradient Descent With AdaGrad From Scratch

Gradient descent is an optimization algorithm that follows the negative gradient of an objective function in order to locate the […]