# Discrete Mathematics #03 | Set Theoretical Operations

In the previous lectures, we established the foundations of sets and how to represent them mathematically via Venn diagrams and formal notation. Several set-theoretical operations are considered essential, and thus, we will discuss them.

The empty set (denoted by ∅ or {}) represents the set that has no elements. …

# Discrete Mathematics #02 | Set Equality

In the previous lecture, we talked about sets as structure. This article will go a step further and talk about Venn diagrams and a simple set relationship which is set equality. In other words, when do two sets are equal. …

# Discrete Mathematics #01 | Sets

This series gives the reader a flavour of discrete mathematics and its applications to the computing sector. My goal is to learn and share a mathematical field with applications to cryptography, coding theory, formal methods, language theory, computability, artificial intelligence, theory of databases, and software reliability.

Discrete mathematics is a…

# Introduction to ML — History

Machine learning, aka ML, is living the third period of recognition. Almost any company, regardless of its size, uses machine learning to process the data and aggregates them in a way that lets us make predictions.

These predictions can be applied in many fields. Questions such as what will happen…

# Gradient Descent, Normal Equation, and the Math Story.

In a world where data is becoming more valuable than gold, machine learning is trying to use these data for marketing, customer satisfaction, problem-solving and many many other reasons. However, the question arises, how we extract the maximum possible value from a given dataset? …

# Learn the Theory of Linear Regression With Python Implementation

## What is a linear regression?

Linear regression is a statistical procedure for finding the relationship between two (or more) continuous quantitative variables. For example, a real estate agent knows that the square footage of the house is related to the price of the property. Machine learning embraced this idea and used it to predict an… ## Evangelos Patsourakos

Computer science became my passion since I entered university. Programming always keeps me motivated because of the fact that it allows me to improve our lives.