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In neural networks and artificial intelligence, activation functions are critical. They are mathematical functions applied to each neuron’s output in a neural network to transform it into the desired output range. Types of Activation Functions There are several types of activation functions, but we will focus on the most commonly used ones. Sigmoid Function The sigmoid function is a popular activation function that produces an output in the 0 to 1 range....

Cybersecurity is of utmost importance in today’s technology-driven world, and with the increase in cyberthreats, it is now necessary to use cutting-edge tools to protect our devices and networks. Endpoint Detection and Response (EDR) and antivirus (AV) software are two of the many cybersecurity tools available. Despite the fact that both tools are made to guard against cyber threats, their functions and purposes are different. We will go over what EDR is in this article and how it differs from antivirus software....

As the field of artificial intelligence (AI) continues to grow and expand, it becomes increasingly important to understand the mathematical concepts that underpin it. One of the most fundamental concepts in AI is that of a tensor. In this blog post, we will explore what a tensor is, and why it is so important for AI programs. At its most basic level, a tensor is simply a multi-dimensional array of numbers....

In today’s digital age, protecting our computers from viruses and malware is more important than ever. Anti-virus software is an essential tool that helps to keep our devices safe and secure. But how does it actually work? In this blog post, we’ll take a closer look at the inner workings of anti-virus software and how it helps to protect our devices from harm. What is an Anti-virus? Before diving into the technical details, let’s first define what an anti-virus is....

Artificial intelligence (AI) has become an increasingly important field in recent years, with applications in many areas such as healthcare, finance, and transportation. AI can broadly be divided into three main categories: rule-based systems, classical machine learning, and deep learning. In this blog post, we will explore these categories and the different types of AI within each. Rule-Based Systems Rule-based systems, also known as expert systems, are the oldest and most basic type of AI....