
| Course Code | : KBU113 |
| Course Type | : Required |
| Couse Group | : Short Cycle (Associate's Degree) |
| Education Language | : Turkish |
| Work Placement | : N/A |
| Theory | : 3 |
| Prt. | : 0 |
| Credit | : 3 |
| Lab | : 0 |
| ECTS | : 4 |
Implementing different Artificial Intelligence methodologies, coding artificial intelligence methods and types in different programming languages. Modeling problems in different fields with artificial intelligence techniques.
Artificial Intelligence Definition, History and Basic Concepts, Artificial Intelligence Types and Application Areas Classification Problems and Probabilistic Classification (Simple 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 Application to Engineering Problems