In machine learning, various optimization techniques can be used to reduce the error and thus increase the accuracy rate. …

The cost function, although it has different variations, basically contains 2 variables (y_real, y_predicted); It allows us to measure the error, in other words, the difference between the actual output values ​​and the predicted output values ​​in machine learning models. Since this article focuses on logic, not on detailed mathematical…

Virtual Environment is a tool that is developed in order to keep dependencies required by different projects separate by creating isolated environments. Why Do We Need Virtual Environments ? As Python or the site-packages used in the project are updated, incompatibility issues arise and it is, therefore, necessary to create a separate virtual environment for each project. …

Introduction m-Coloring is a problem which is basically in order to determine/show that if we manage to color a graph with at most m colors such that no two adjacent vertices of the given graph are colored with the same color. There are three common ways to solve that kind of…

Yesterday Dr. Will Caster was only human Dr. Will Caster is a scientist who is the one not trying to change things but the one who tries to understand them first, unlike his wife Evelyn. …

First glance at the book As the name suggests, the book contains the state, dangers, and strategies of artificial intelligence today. It may sound intimidating, but in fact, it is a book that can be read comfortably as it does not overwhelm the reader with knowledge but emphasizing the philosophical structure. …

What is real and what is not; how could we even know it? The movie Matrix makes everyone who sees it question that. The concept “Matrix” is defined by Morpheus, who is the character representing the one who awakes the “others”, as a “prison of the mind”. The movie is…

Artificial Intelligence is one of the phenomenons nowadays. Such as every phenomenon, everyone talks about it; however, except from experts, no one really knows what it means, how it learns, how it behaves. The book Artificial Intelligence — A Very Short Introduction by Margaret A. Boden which I am making…