END 421 - Veri Madenciliği

Data Mining is one of the hottest fields in the data science and digitalization under the industry 4.0 revolution umbrella. Data mining programs are intended to search through data for hidden relationships and patterns in data. In addition, data mining algorithms are the most important components and tools of Artificial Intelligence, Robotics and other all smart technologies.

This course is an introductory course on data mining. It introduces the basic concepts, principles, methods, implementation techniques, and applications of data mining. The objective of the course is to teach the industrial engineering junior -senior undergraduate students various data mining concepts and algorithms and to examine the use of the data mining techniques/algorithms in real-world applications with large database components. The main purpose of this course is to gain the ability to analyze and construct knowledge from raw data /data to the students

Veri Madenciliğin çeşitli yöntemleri anlatılacaktır: - Naive Bayesian Networks - Decision Tree - Reinforcement Learning - Deep Learning - Neural Networks - Genetic Algorithms