Farzaneh Tajdini - ۱ Tabarestan University of Chalus, Chalus, Iran
Samaneh Bayat - ۲ Department of Computer Engineering, Malek Ashtar University, Tehran, Iran

Machine learning, primarily a branch of artificial intelligence, has gained significant attention in the digital sphere as a vital element of digitalization solutions. The author's goal in this work is to provide a quick overview of the many machine learning algorithms that are the most often utilized and, consequently, the most well-liked ones. To help readers choose the learning algorithm that will best satisfy the application's unique requirements, the author wants to highlight the advantages and disadvantages of machine learning algorithms from the perspective of those applications.

_ Machine learning, Artificial intelligence, Classification, Clustering