As you know, the language of computers and digital tools is the language of zeros and ones. In order to convert this language into human language and vice versa, we need an intermediary program or technology. Our language is composed of…
Everything About Artificial Intelligence (AI), where Did it Come From and Where is it Going?
One of the hot topics in recent years in the field of technology and scientific advancements has been Artificial Intelligence. With the emergence and increasing development of language models, this issue has received more attention than ever and even raised concerns….
What is Classification Algorithm? Types and Applications
A classification algorithm is a supervised learning method that aims to determine the category or label of new data based on previous data. For example, if we have animals’ data with different sizes and weights, we can use a classification algorithm to determine which category…
What is the Expert System?
What is the expert system? Expert system is one of the fields of artificial intelligence. This system can make decisions like an intelligent human. Expert system focuses on how knowledge representation works in solving real problems. In this article, we are…
Clustering and its Algorithms
What is Clustering? Clustering algorithm (cluster analysis) is a grouping method of objects based on their similarities. It is used as a data analysis technique to discover interesting patterns in data, such as groups of customers based on their behavior. Clustering, which…
All About Restful API
Before talking about RESTful API, a reminder of API or Application Programming Interface could be helpful. API is a type of programming interface that connects a group of instructions and mechanisms. This communication is done with the help of different programs or components of…
What is Data Cleaning? (Doing Online Data Cleaning)
When entering and storing information, an error may occur and the database becomes occupied by wrong data. Therefore, during a process, it is tried to clear all the errors and incorrect data from the data set. Most of the errors that…
What is Inferential Statistics?
Before inferential statistics, we described descriptive statistics in a separate article and explained some of the methods used. In this article, we are going to provide explanations about inferential statistics. Let’s start with the question, “If you are going to examine the…