Manisa Celal Bayar Üniversitesi - Lifelong Learning Programme

Manisa Celal Bayar University

Lifelong Learning Programme

Education Level:

Faculty of Medicine
- Medicine
Faculty of Economic and Administrative Sciences
Faculty of Engineering
Faculty of Arts & Sciences
- Physics
- Chemistry
- Biology
- Mathematics
- History
- Turkish Language and Literature
- English Language and Literature
  - Bachelors -Daytime Education
  - English Language and Literature
- Art History
- Coğrafya
- Psikoloji
- Sociology
- Philosophy
- Archaeology
- İngilizce Mütercim ve Tercümanlık
Faculty of Education
School of Tobacco Expertise
- School of Tobacco Expertise
School of Applied Sciences
- International Trade
- Banking and Finance
School of Foreign Languages
- HAZIRLIK
  - English Preparatory School - Morning
  - English Preparatory School - Evening
HASAN FERDİ TURGUTLU FACULTY OF TECHNOLOGY
Faculty of Fine Arts Design and Architecture
- Mimarlık
- Music
Faculty of Divinity
- Divinity
  - Bachelors
  - Faculty of Theology
Faculty of Business Administration
- Economics and Finance
  - Bachelors
  - Economics and Finance
- Business Administration
Faculty of Health Sciences
Salihli Faculty of Economics and Administrative Sciences
Faculty of Sport Sciences
Faculty of Comunication
- Public Relations and Promotion
UYGULAMALI BİLİMLER FAKÜLTESİ
MÜHENDİSLİK VE DOĞA BİLİMLERİ FAKÜLTESİ
İNSAN VE TOPLUM BİLİMLERİ FAKÜLTESİ

Manisa Celal Bayar University
Lifelong Learning Programme

MÜHENDİSLİK VE DOĞA BİLİMLERİ FAKÜLTESİ - Yapay Zeka ve Makine Öğrenmesi
Courses vs. Program Outcomes

Course Code	Course Name	1	2	3	4	5	6	7	8	9	10	11
AIT 1101	Atatürk's Principles and History of Revolution I	0	0	0	0	0	0	0	0	0	0	0
AIT 1102	Atatürk's Principles and History of Revolution II	0	0	0	0	0	0	0	0	0	0	0
CBU 4403	Occupational Health and Safety I	0	0	0	0	0	0	0	0	0	0	0
CBU 4404	Occupational Health and Safety II	0	0	0	0	0	0	0	0	0	0	0
PHY 1311	Physics	0	0	0	0	0	0	0	0	0	0	0
MAT 1301	Mathematics I	0	0	0	0	0	0	0	0	0	0	0
MAT 1302	Mathematics II	0	0	0	0	0	0	0	0	0	0	0
MTH 2309	Differantial Equations	3	3	0	3	0	0	0	0	0	0	0
ENG 1128	Linear Algebra	0	0	0	0	0	0	0	0	0	0	0
SEC 1201	Engineering Standards	0	0	0	0	0	0	0	0	0	0	0
SSD 3201	Engineering Standards	0	0	0	0	0	0	0	0	0	0	0
SSD 3203	History of Technology	0	0	0	0	0	0	0	0	0	0	0
SSD 3204	Formation of Universe	0	0	0	0	0	0	0	0	0	0	0
SSD 3216	Report Preparation Techniques	0	0	0	0	0	0	0	0	0	0	0
SSD 3230	Music	0	0	0	0	0	0	0	0	0	0	0
SSD 3232	Chess	0	0	0	0	0	0	0	0	0	0	0
SSD 3236	Tennis	0	0	0	0	0	0	0	0	0	0	0
SSD 3237	Table Tennis	0	0	0	0	0	0	0	0	0	0	0
SSD 3240	Healthy Dietary	0	0	0	0	0	0	0	0	0	0	0
SSD 3257	Innovation Management	0	0	0	0	0	0	0	0	0	0	0
TDL 1111	Turkish Language I	0	0	0	0	0	0	0	0	0	0	0
TDL 1112	Turkish Language II	0	0	0	0	0	0	0	0	0	0	0
YDI 1105	Foreign Language I	0	0	0	0	0	0	0	0	0	0	0
FL 1106	Foreign Language II	0	0	0	0	0	0	0	0	0	0	0
AIM 3102	Data Mining	3	3	3	3	3	3	3	3	3	3	3
YPZ 1101	Introduction to Programming	3	3	3	3	3	3	0	0	0	3	0
AIM 1102	Object Oriented Programming	0	5	5	5	5	5	0	0	0	0	0
YPZ 1103	Introduction to Artificial Intelligence and Machine Learning	3	3	0	3	3	0	0	3	3	0	0
AIM 1104	Principles of Machine Learning	5	4	4	5	5	3	0	3	0	3	3
AIM 1106	Algorithms	5	5	5	5	5	5	0	0	0	0	0
AIM 2101	Data Structures	3	3	3	3	0	0	0	0	0	0	0
AIM 2102	Algorithm Design and Analysis	3	3	3	3	0	0	0	0	0	0	0
AIM 2103	Discrete Mathematics	3	0	0	3	0	0	0	0	0	0	0
AIM 2104	Fundamentals of Supervised Learning	3	3	3	3	3	0	0	0	0	3	0
AIM 2105	Artificial Intelligence and Ethics	0	0	0	0	3	0	3	0	0	0	0
AIM 2106	Principles of Artificial Intelligence	3	3	0	3	3	0	0	0	0	0	0
AIM 2107	Scientific Computing Techniques	3	3	0	3	3	0	0	0	0	0	0
AIM 2108	Statistics for Data Science	3	3	0	3	3	0	3	0	0	0	0
AIM 2109	Probability and Statistics	3	3	0	3	0	0	0	0	0	0	0
AIM 2110	Internship I	0	0	0	0	0	0	0	3	0	3	0
AIM 3101	Artificial Neural Networks	3	3	3	3	3	3	0	0	0	0	0
AIM 3103	Applied Artificial Intelligence	3	3	3	3	3	3	3	3	3	3	3
AIM 3104	Applied Machine Learning	3	3	3	3	3	3	3	3	3	3	3
AIM 3105	Software Requirements and Analysis	3	3	3	3	3	3	3	3	3	3	3
AIM 3106	Occupational Health and Safety II	3	3	3	3	3	0	0	0	0	0	0
AIM 3107	Technical English	3	3	3	3	3	3	3	3	3	3	3
AIM 3108	Internship II	2	0	0	2	2	2	2	1	1	1	2
AIM 3003	Automata Theory	3	3	3	2	0	0	0	0	0	0	0
AIM 3004	Introduction to Image Processing	3	3	3	3	3	0	0	0	0	0	0
AIM 3005	Computer Graphics	3	3	0	3	0	0	0	0	0	0	0
AIM 3006	Database Systems	3	3	0	0	0	0	0	0	0	0	0
AIM 3007	Natural Language Processing	3	3	0	0	0	0	0	0	0	0	0
AIM 3008	Linear Optimization	3	3	3	0	0	0	0	0	0	0	0
AIM 3009	Heuristic Optimization Methods	3	3	0	0	0	0	0	0	0	0	0
AIM 3010	Machine Learning for Time-Series Data	3	3	0	0	0	0	0	0	0	0	0
AIM 3011	Numerical Analysis	3	3	0	3	0	0	0	0	0	0	0
AIM 3012	Digital Signal Processing	3	3	0	0	0	0	0	0	0	0	0
AIM 4101	Introduction to Optimization Theory	3	2	2	2	2	0	2	0	0	0	0
AIM 4102	Graduation Project	1	3	3	2	2	3	3	1	0	0	0
AIM 4104	Reinforcement Learning	3	3	3	3	2	0	2	0	0	0	0
AIM 4003	Graph Neural Networks	3	3	0	0	0	0	0	0	0	0	0
AIM 4004	Computer Vision	3	3	0	0	0	0	0	0	0	0	0
AIM 4005	Introduction to Robotics	3	3	0	0	0	0	0	0	0	0	0
AIM 4006	Combinatorial Optimization	3	3	0	0	0	0	0	0	0	0	0
AIM 4007	Deep Generative Models	3	3	0	0	0	0	0	0	0	0	0
AIM 4008	Brain Computer Interfaces	3	3	0	0	0	0	0	0	0	0	0
AIM 4009	Introduction to Bioinformatics	0	0	0	0	0	0	0	0	0	0	0
AIM 4010	Parallel Programming	0	0	0	0	0	0	0	0	0	0	0
AIM 4011	Human Computer Interaction	0	0	0	0	0	0	0	0	0	0	0
AIM 4012	Computational Biology	0	0	0	0	0	0	0	0	0	0	0
AIM 4013	Game Theory	0	0	0	0	0	0	0	0	0	0	0
AIM 4014	Cognitive Robotics	0	0	0	0	0	0	0	0	0	0	0
AIM 4015	Cloud Computing	0	0	0	0	0	0	0	0	0	0	0