Getting Started
Comprehension of The Earliest Models: Perceptron & Adaline
What is the purpose of AI? Undoubtedly, it is to satisfy humankind’s hunger for creating human-like machines using different concepts, models, and techniques that are still getting improvements because the more you grow, the more your needs grow with you. The thought of simulating the human neuron or in other words creating an artificial one came in 1943 when Warren McCulloch and Walter Pitts modeled a simple neuron with electrical circuits; of-course this remains a very small glimpse on the history of artificial neural networks (ANN). If you want to know more then have a look at this.
Motivation
Over the…
Comprehension of the undervalued machine learning algorithm + simulation (with GUI) using Python
So here we are diving into the world of data mining this time, let’s begin with a small but informative definition;
What is data mining ?!
It’s technically a profound dive into datasets searching for some correlations, rules, anomaly detection and the list goes on. It’s a way to do some simple but effective machine learning instead of doing it the hard way like using regular neural networks or the ultimate complex version that is convolutions and recurrent neural networks (we will definitely go through that thoroughly in future articles).
Data mining algorithms vary from one to another, each one has its own pros and…
The n-player version of Prisoner’s Dilemma, a self-serving game theory situation
Let’s say, a group of friends went out to a restaurant and they all agreed on splitting the bill equally. The restaurant offers different kinds of meals when it comes to pricing: cheap/affordable ones as well as expensive ones. It is known that the more food costs the more it tastes better, but the satisfaction is not really worth the money you end up spending on the fancy meal when you’re on your own, this is where the dilemma comes into effect! …
Racha Salhi
Software engineer and a master’s degree student in visual computing. https://www.linkedin.com/in/racha-salhi-9456b61a4
