Akademik Dersler - İçerik

0 : Does not support 1 : Low-level support 2 : Mid-level support 3 : Top level support

Learning Outcomes	1	2	3	4	5	6	7	8	9	10	11	12
Develop solutions to game-playing or pathfinding problems using search algorithms (A*, Minimax).	3	2	3	0	1	0	3	1	2	2	1	2
Preprocess text data and solve text classification problems using appropriate classification algorithms in natural language processing.	3	2	2	3	1	3	0	2	2	2	2	3
Convert text data into numerical feature vectors using Bag-of-Words (BoW) and TF-IDF methods.	3	3	2	2	0	3	3	1	1	2	1	3
Develop image classification applications using image processing and machine learning methods.	3	2	2	3	1	3	3	2	2	2	2	3
Solve basic sequential data analysis and classification problems using recurrent neural networks (RNN/LSTM).	3	3	3	1	1	2	1	2	2	3	3	3
Develop a basic reinforcement learning application using the Q-Learning algorithm.	3	3	3	1	1	2	1	3	2	2	2	3
Plan, develop, evaluate, and present an artificial intelligence project.	3	2	3	3	2	3	3	2	3	3	3	3