Manisa Celal Bayar University
Lifelong Learning Programme
General Information
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Program Outcomes
|
Course Structure Diagram with Credits
|
Courses vs. Program Outcomes
|
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Education Level
:
Faculty of Medicine
Medicine
Faculty of Economic and Administrative Sciences
Public Finance
Business Administration
Economics
Public Administration
Labor Economics and Industrial Relations
Econometrics
Political Science and International Relations
Siyaset Bilimi ve Kamu Yönetimi Bölümü
Faculty of Engineering
Food Engineering
Civil Engineering
Mechanical Engineering
Industrial Engineering
Electrical and Electronics Engineering
Metallurgical and Materials Engineering
Computer Engineering
Bioengineering
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
Teacher Training In Sciences
Teacher Training at Primary School Level
Teacher Training In Social Studies
Teacher Training In Turkish
Guidance and Psychological Counseling
Teacher Training in Mathematics at Primary School Level
Müzik Öğretmenliği
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
Mechatronics Engineering
Software Engineering
Energy Systems Engineering
Mechanical Engineering
Elektrik Mühendisliği Bölümü
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
Nursing
Midwifery
Social Work
Physiotherapy and Rehabilitation
Salihli Faculty of Economics and Administrative Sciences
Economics
Business Administration
Public Finance
Faculty of Sport Sciences
Coach Training
Physical Training and Sport's Instructor
Sport's Management
Recreation
Faculty of Comunication
Public Relations and Promotion
UYGULAMALI BİLİMLER FAKÜLTESİ
International Trade
Banking and Finance
Sermaye Piyasası Bölümü
MÜHENDİSLİK VE DOĞA BİLİMLERİ FAKÜLTESİ
Bilgisayar Mühendisliği
Biyoloji
Biyomühendislik
Elektrik Elektronik Mühendisliği
Endüstri Mühendisliği
Fizik
Gıda Mühendisliği
Kimya
Makine Mühendisliği
Matematik
Metalurji ve Malzeme Mühendisliği
İnşaat Mühendisliği
Yapay Zeka ve Makine Öğrenmesi
Veri Bilimi ve Analitiği
İNSAN VE TOPLUM BİLİMLERİ FAKÜLTESİ
Arkeoloji
Coğrafya
Felsefe
İngilizce Mütercim ve Tercümanlık
Psikoloji
Sanat Tarihi
Sosyoloji
Tarih
Türk Dili ve Edebiyatı
İngiliz Dili ve Edebiyatı
Manisa Celal Bayar University
Lifelong Learning Programme
MÜHENDİSLİK VE DOĞA BİLİMLERİ FAKÜLTESİ - Yapay Zeka ve Makine Öğrenmesi
Course Structure Diagram with Credits
1. Semester
Code
Name
T
L
P
ECTS
SEC 1005
Non-Technical Elective Course-I
-
-
-
2
MAT 1301
Mathematics I
4
0
0
6
AIT 1101
Atatürk's Principles and History of Revolution I
2
0
0
2
TDL 1111
Turkish Language I
2
0
0
2
YDI 1105
Foreign Language I
2
0
0
2
YPZ 1101
Introduction to Programming
2
0
2
5
YPZ 1103
Introduction to Artificial Intelligence and Machine Learning
3
0
2
6
PHY 1311
Physics
3
0
0
5
Sum
18
0
4
30
2. Semester
Code
Name
T
L
P
ECTS
MAT 1302
Mathematics II
4
0
0
6
AIT 1102
Atatürk's Principles and History of Revolution II
2
0
0
2
TDL 1112
Turkish Language II
2
0
0
2
FL 1106
Foreign Language II
2
0
0
2
AIM 1102
Object Oriented Programming
2
0
2
5
AIM 1104
Principles of Machine Learning
3
0
0
5
AIM 1106
Algorithms
2
0
0
3
ENG 1128
Linear Algebra
3
0
0
5
Sum
20
0
2
30
3. Semester
Code
Name
T
L
P
ECTS
SEC 2001
Non-Technical Elective Course-II
-
-
-
2
AIM 2101
Data Structures
3
0
0
5
AIM 2103
Discrete Mathematics
3
0
0
5
AIM 2105
Artificial Intelligence and Ethics
3
0
0
4
AIM 2107
Scientific Computing Techniques
3
0
0
4
AIM 2109
Probability and Statistics
3
0
0
5
MTH 2309
Differantial Equations
3
0
0
5
Sum
18
0
0
30
4. Semester
Code
Name
T
L
P
ECTS
SEC 2002
Non-Technical Elective Course-III
-
-
-
2
AIM 2102
Algorithm Design and Analysis
3
0
0
5
AIM 2104
Fundamentals of Supervised Learning
2
0
0
6
AIM 2106
Principles of Artificial Intelligence
3
0
1
6
AIM 2108
Statistics for Data Science
3
0
0
5
AIM 2110
Internship I
0
0
2
6
Sum
11
0
3
30
5. Semester
Code
Name
T
L
P
ECTS
YPZ 3001
Technical Elective-I
-
-
-
6
SEC 3001
Non-Technical Elective Course-IV
-
-
-
2
CBU 4403
Occupational Health and Safety I
2
0
0
2
AIM 3101
Artificial Neural Networks
3
0
0
5
AIM 3103
Applied Artificial Intelligence
3
0
2
6
AIM 3107
Technical English
2
0
0
4
AIM 3105
Software Requirements and Analysis
3
0
0
5
Sum
13
0
2
30
6. Semester
Code
Name
T
L
P
ECTS
YPZ 3002
Technical Elective-II
-
-
-
6
CBU 4404
Occupational Health and Safety II
2
0
0
2
AIM 3102
Data Mining
3
0
0
5
AIM 3104
Applied Machine Learning
3
0
2
6
AIM 3106
Occupational Health and Safety II
3
0
0
5
AIM 3108
Internship II
0
0
2
6
Sum
11
0
4
30
7. Semester
Code
Name
T
L
P
ECTS
YPZ 4001
Technical Elective-III
-
-
-
24
AIM 4101
Introduction to Optimization Theory
3
0
2
6
Sum
3
0
2
30
8. Semester
Code
Name
T
L
P
ECTS
YPZ 4002
Technical Elective-IV
-
-
-
18
AIM 4102
Graduation Project
0
0
2
6
AIM 4104
Reinforcement Learning
3
0
2
6
Sum
3
0
4
30
Non-Technical Elective Course-I
SSD 3201
Engineering Standards
2
0
0
2
SSD 3203
History of Technology
2
0
0
2
SSD 3204
Formation of Universe
2
0
0
2
SSD 3216
Report Preparation Techniques
2
0
0
2
SSD 3232
Chess
2
0
0
2
SSD 3236
Tennis
2
0
0
2
SSD 3237
Table Tennis
2
0
0
2
SSD 3240
Healthy Dietary
2
0
0
2
SSD 3230
Music
2
0
0
2
SSD 3257
Innovation Management
2
0
0
2
Non-Technical Elective Course-II
SSD 3201
Engineering Standards
2
0
0
2
SSD 3203
History of Technology
2
0
0
2
SSD 3204
Formation of Universe
2
0
0
2
SSD 3216
Report Preparation Techniques
2
0
0
2
SSD 3232
Chess
2
0
0
2
SSD 3236
Tennis
2
0
0
2
SSD 3237
Table Tennis
2
0
0
2
SSD 3240
Healthy Dietary
2
0
0
2
SSD 3230
Music
2
0
0
2
SSD 3257
Innovation Management
2
0
0
2
Non-Technical Elective Course-III
SSD 3201
Engineering Standards
2
0
0
2
SSD 3203
History of Technology
2
0
0
2
SSD 3204
Formation of Universe
2
0
0
2
SSD 3216
Report Preparation Techniques
2
0
0
2
SSD 3232
Chess
2
0
0
2
SSD 3236
Tennis
2
0
0
2
SSD 3237
Table Tennis
2
0
0
2
SSD 3240
Healthy Dietary
2
0
0
2
SSD 3230
Music
2
0
0
2
SSD 3257
Innovation Management
2
0
0
2
Technical Elective-I
AIM 3003
Automata Theory
3
0
0
6
AIM 3004
Introduction to Image Processing
3
0
0
6
AIM 3005
Computer Graphics
3
0
0
6
AIM 3006
Database Systems
3
0
0
6
AIM 3007
Natural Language Processing
3
0
0
6
AIM 3009
Heuristic Optimization Methods
3
0
0
6
AIM 3010
Machine Learning for Time-Series Data
3
0
0
6
AIM 3011
Numerical Analysis
3
0
0
6
AIM 3012
Digital Signal Processing
3
0
0
6
AIM 3008
Linear Optimization
3
0
0
6
Non-Technical Elective Course-IV
SEC 1201
Engineering Standards
2
0
0
3
SSD 3203
History of Technology
2
0
0
2
SSD 3204
Formation of Universe
2
0
0
2
SSD 3216
Report Preparation Techniques
2
0
0
2
SSD 3232
Chess
2
0
0
2
SSD 3236
Tennis
2
0
0
2
SSD 3237
Table Tennis
2
0
0
2
SSD 3240
Healthy Dietary
2
0
0
2
SSD 3230
Music
2
0
0
2
SSD 3257
Innovation Management
2
0
0
2
Technical Elective-II
AIM 3003
Automata Theory
3
0
0
6
AIM 3004
Introduction to Image Processing
3
0
0
6
AIM 3005
Computer Graphics
3
0
0
6
AIM 3006
Database Systems
3
0
0
6
AIM 3007
Natural Language Processing
3
0
0
6
AIM 3008
Linear Optimization
3
0
0
6
AIM 3009
Heuristic Optimization Methods
3
0
0
6
AIM 3010
Machine Learning for Time-Series Data
3
0
0
6
AIM 3011
Numerical Analysis
3
0
0
6
AIM 3012
Digital Signal Processing
3
0
0
6
Technical Elective-III
AIM 4003
Graph Neural Networks
3
0
0
6
AIM 4004
Computer Vision
3
0
0
6
AIM 4005
Introduction to Robotics
3
0
0
6
AIM 4006
Combinatorial Optimization
3
0
0
6
AIM 4007
Deep Generative Models
3
0
0
6
AIM 4008
Brain Computer Interfaces
3
0
0
6
AIM 4009
Introduction to Bioinformatics
3
0
0
6
AIM 4010
Parallel Programming
3
0
0
6
AIM 4011
Human Computer Interaction
3
0
0
6
AIM 4012
Computational Biology
3
0
0
6
AIM 4013
Game Theory
3
0
0
6
AIM 4014
Cognitive Robotics
3
0
0
6
AIM 4015
Cloud Computing
3
0
0
6
Technical Elective-IV
AIM 4003
Graph Neural Networks
3
0
0
6
AIM 4004
Computer Vision
3
0
0
6
AIM 4005
Introduction to Robotics
3
0
0
6
AIM 4006
Combinatorial Optimization
3
0
0
6
AIM 4007
Deep Generative Models
3
0
0
6
AIM 4008
Brain Computer Interfaces
3
0
0
6
AIM 4009
Introduction to Bioinformatics
3
0
0
6
AIM 4010
Parallel Programming
3
0
0
6
AIM 4011
Human Computer Interaction
3
0
0
6
AIM 4012
Computational Biology
3
0
0
6
AIM 4013
Game Theory
3
0
0
6
AIM 4014
Cognitive Robotics
3
0
0
6
AIM 4015
Cloud Computing
3
0
0
6
Manisa Celal Bayar Üniversitesi
Bilgisayar Araştırma ve Uygulama Merkezi - 2012
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