Information Package / Course Catalogue
Artificial Intelligence Applications II
Course Code: YZO201
Course Type: Required
Couse Group: Short Cycle (Associate's Degree)
Education Language: Turkish
Work Placement: N/A
Theory: 3
Prt.: 1
Credit: 4
Lab: 0
ECTS: 4
Objectives of the Course

Implementing various Artificial Intelligence (AI) methodologies, coding AI methods and types in different programming languages, and modeling problems in different fields with AI techniques.

Course Content

Artificial Intelligence Types and Application Areas Classification Problems and Probabilistic Classification (Naive Bayes) Classification Problems and Example-Based Classification (k-nn, decision trees) Clustering Algorithms Heuristic Search Algorithms Genetic Algorithm Heuristic Search Algorithms Genetic Algorithm, Artificial Bee Colony Algorithm, Symbiosis Algorithm Prediction Problems and Algorithms Artificial Neural Networks, Prediction Problems and Algorithms Artificial Neural Networks, Heuristic Prediction Algorithm Coding of Artificial Neural Networks and Their Application to Engineering Problems

Name of Lecturer(s)