Faculty of Engineering / Department Of Artıfıcıal Intellıgence And Data Scıence - Courses Yıl
1.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
AIE 105 Introduction to Artificial Intelligence and Data Engineering 2+0+0 Compulsory 2 Face To Face
CSE 101L Computer Programming I Laboratory 0+2+0 Compulsory 4 Face To Face
CSE 101T Computer Programming I 3+0+0 Compulsory 4 Face To Face
CSE 181 Natural Sciences 4+0+0 Compulsory 6 Face To Face
FÄ°Z 173 Physics I 3+0+0 Compulsory 4 Face To Face
FÄ°Z 175 Physics I Laboratory 0+2+0 Compulsory 2 Face To Face
MAT 151 Mathematics I 4+2+0 Compulsory 6 Face To Face
TDB 101 Turkish Language I 2+0+0 Compulsory 2 Face To Face
Total ECTS 30
2.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
CSE 102L Computer Programming II Laboratory 0+2+0 Compulsory 4 Face To Face
CSE 102T Computer Programming II 3+0+0 Compulsory 4 Face To Face
CSE 122 Descriptive Statistics and Probability 3+1+0 Compulsory 6 Face To Face
FÄ°Z 174 Physics II 3+0+0 Compulsory 4 Face To Face
FÄ°Z 176 Physics II Laboratory 0+2+0 Compulsory 2 Face To Face
KPD 102 Career Planning 1+0+0 Compulsory 2 Face To Face
MAT 152 Mathematics II 4+2+0 Compulsory 6 Face To Face
TDB 102 Turkish Language II 2+0+0 Compulsory 2 Face To Face
Total ECTS 30
3.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
AIE 205 Fundamentals of Data Science  3+0+0 Compulsory 4 Face To Face
ATA 101 Atatürk's Principles and Revolution History I 2+0+0 Compulsory 2 Face To Face
CSE 201 Data Structures 3+2+0 Compulsory 6 Face To Face
CSE 203 Object-Oriented Analysis and Design 4+0+0 Compulsory 6 Face To Face
CSE 221 Discrete Mathematics I 4+0+0 Compulsory 6 Face To Face
CSE 321 Statistical Inference and Computation 3+1+0 Compulsory 6 Face To Face
Total ECTS 30
4.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
ATA 102 Atatürk's Principles and Revolution History II 2+0+0 Compulsory 2 Face To Face
CSE 204 Database Systems 3+1+0 Compulsory 5 Face To Face
CSE 214 Advanced Application Development 3+2+0 Compulsory 6 Face To Face
CSE 222 Discrete Mathematics II 4+0+0 Compulsory 6 Face To Face
CSE 358 Introduction to Artificial Intelligence 3+1+0 Compulsory 6 Face To Face
MAT 222 Linear Algebra 4+0+0 Compulsory 5 Face To Face
Total ECTS 30
5.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
AIE 345 Machine Learning 3+2+0 Compulsory 6 Face To Face
CSE 301 Algorithms 4+1+0 Compulsory 6 Face To Face
TEC 31 Technical Elective Courses [31] - Elective 36 2 Face To Face
AIE 323 Data Analytics 3+1+0 Elective 6 Face To Face
AIE 327 Advanced Data Visualization Techniques 3+1+0 Elective 6 Face To Face
CSE 415 Fundamentals of Cloud Computing 3+1+0 Elective 6 Face To Face
Total ECTS 48
6.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
AIE 354 Deep Learning 3+2+0 Compulsory 6 Face To Face
AIE 356 Reinforcement Learning 3+2+0 Compulsory 6 Face To Face
AIE 392 Seminar 0+2+0 Compulsory 2 Face To Face
CSE 382 IT Law 2+0+0 Compulsory 2 Face To Face
TDP 304 Social Awareness and Contribution 2+0+0 Compulsory 2 Face To Face
TEC 32 Technical Elective Courses [32] - Elective 24 2 Face To Face
AIE 328 Advanced Data Analytics 3+1+0 Elective 6 Face To Face
AIE 346 Advanced Machine Learning 3+1+0 Elective 6 Face To Face
AIE 368 Recommender Systems 3+1+0 Elective 6 Face To Face
CSE 348 Introduction to Image Processing 3+1+0 Elective 6 Face To Face
Total ECTS 42
7.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
AIE 466 Data Engineering Workflow 3+1+0 Compulsory 6 Face To Face
CSP 41 Capstone Project Courses [41] - Elective 6 1 Face To Face
AIE 491 Capstone Project I 0+2+0 Elective 6 Face To Face
AIE 492 Capstone Project II 0+2+0 Elective 6 Face To Face
SEC 41 Social Elective Courses [41] - Elective 12 2 Face To Face
CSE 481 Engineering Economics 2+0+0 Elective 3 Face To Face
CSE 483 Entrepreneurship 2+0+0 Elective 3 Face To Face
GNC 485 Volunteer Works 2+1+0 Elective 4 Face To Face
TEC 41 Technical Elective Courses [41] - Elective 24 2 Face To Face
AIE 431 Speech Recognition 3+1+0 Elective 6 Face To Face
AIE 445 Text Mining 3+1+0 Elective 6 Face To Face
AIE 465 Biomedical Imaging 3+1+0 Elective 6 Face To Face
CSE 409 Introduction to Natural Language Processing 3+1+0 Elective 6 Face To Face
Total ECTS 48
8.Semester Course Plan
Course Code Course Name T+A+L Compulsory/Elective ECTS Group Course Count Mode of Delivery
AIE 490 Internship 0+0+0 Compulsory 6 Face To Face
CSP 42 Capstone Project Courses [42] - Elective 6 1 Face To Face
AIE 491 Capstone Project I 0+2+0 Elective 6 Face To Face
AIE 492 Capstone Project II 0+2+0 Elective 6 Face To Face
TEC 42 Technical Elective Courses [42] - Elective 54 3 Face To Face
AIE 432 Robotics and Control Systems 3+1+0 Elective 6 Face To Face
CSE 460 Computer Vision 3+1+0 Elective 6 Face To Face
CSE 474 Social Network Analysis 3+1+0 Elective 6 Face To Face
CSE 476 Large Language Models 3+1+0 Elective 6 Face To Face
Total ECTS 66




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