Akademik Dersler - İçerik

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

Learning Outcomes	1	3	4	5	6	7	8	9	11	12	13	14	15
Understanding the basic concepts and algorithms in machine learning.	3	2	2	1	1	2	-	3	3	3	2	2	1
Be able to apply data preprocessing techniques to improve model performance.	3	2	2	1	1	2	1	2	3	3	3	3	3
Be able to effectively apply supervised techniques for regression and classification.	3	2	2	2	1	1	0	2	3	3	3	3	3
Ability to evaluate models using appropriate metrics and select the best model for given tasks.	3	2	2	2	1	1	0	2	3	3	3	2	2