Manisa Celal Bayar University
Lifelong Learning Programme
General Information
|
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 - Veri Bilimi ve Analitiği
Course Structure Diagram with Credits
1. Semester
Code
Name
T
L
P
ECTS
SEC 1003
None Technical Elective I
-
-
-
3
MAT 1301
Mathematics I
4
0
0
6
YDI 1105
Foreign Language I
2
0
0
2
DSA 1101
Discrete Matmatics
3
0
0
4
DSA1103
Introduction to Data Science and Analytics
2
0
0
3
DSA 1105
Statistics I
3
0
0
4
DSA 1107
Foundations of Algorithm and Programming
3
0
0
5
DSA 1109
Fundamental Information Technologies
2
0
0
3
Sum
19
0
0
30
2. Semester
Code
Name
T
L
P
ECTS
SEC 1004
None Technical Elective II
-
-
-
3
MAT 1302
Mathematics II
4
0
0
6
FL 1106
Foreign Language II
2
0
0
2
ENG 1130
Linear Algebra
3
0
0
4
DSA 1102
Object Oriented Programming
3
0
2
6
DSA 1104
Data Structures and Algorithms
3
0
0
5
DSA 1106
Statistics II
3
0
0
4
Sum
18
0
2
30
3. Semester
Code
Name
T
L
P
ECTS
Technical Elective Courses I
DSA 2001
-
-
-
3
SEC 2005
Non Technical Elective Courses III
-
-
-
3
AIT 1101
Atatürk's Principles and History of Revolution I
2
0
0
2
TDL 1111
Turkish Language I
2
0
0
2
DSA 2101
Data Analytics
3
0
0
5
DSA 2103
Data Visualization
3
0
0
5
DSA 2105
Database Management Systems
3
0
0
5
DSA 2107
Python Programming
3
0
0
5
Sum
16
0
0
30
4. Semester
Code
Name
T
L
P
ECTS
DSA 2002
Technical Elective Courses II
-
-
-
6
SEC 2006
Non Technical Elective Courses IV
-
-
-
3
AIT 1102
Atatürk's Principles and History of Revolution II
2
0
0
2
TDL 1112
Turkish Language II
2
0
0
2
DSA 2102
Artificial Neural Networks
3
0
0
4
DSA 2104
Unsupervised Learning
3
0
0
5
DSA 2106
Optimization Techniques
3
0
0
4
DSA 2108
Structured Query Language
3
0
0
4
Sum
16
0
0
30
5. Semester
Code
Name
T
L
P
ECTS
DSA 3001
Technical Elective Courses III
-
-
-
3
SEC 3007
Non Technical Elective Courses V
-
-
-
3
DSA 3001
Technical Elective Course III
-
-
-
3
DSA 3101
Deep Learning
3
0
0
5
DSA 3103
Probabilistic Machine Learning
3
0
0
4
DSA 3105
Signal and Image Analytics
3
0
0
5
DSA 3107
Fundamentals of Linux
3
0
0
4
DSA 3109
Ethics and Law in Data Science
2
0
0
3
Sum
14
0
0
30
6. Semester
Code
Name
T
L
P
ECTS
SEC 3008
Non-Technical Elective Course VI
-
-
-
3
DSA 3002
Technical Elective Courses IV
-
-
-
3
DSA 3102
Computer Vision
3
0
0
4
DSA 3104
Fundamentals of Natural Language Processing
3
0
0
4
DSA 3106
Big Data and Analytics
3
0
0
5
DSA 3108
High PerfoRmance Computing
3
0
0
5
Sum
12
0
0
24
7. Semester
Code
Name
T
L
P
ECTS
SEC 4009
Non Technical Elective Course VII
-
-
-
3
DSA 4001
Technical Elective Course V
-
-
-
3
CBU 4403
Occupational Health and Safety I
2
0
0
2
DSA 4101
Internet of Things
3
0
0
4
DSA 4103
Cyber Security
3
0
0
4
DSA 4105
Graduation Project I
0
0
2
6
DSA 4107
Practical Training I
0
0
2
5
Sum
8
0
4
27
8. Semester
Code
Name
T
L
P
ECTS
SEC 4010
Non Technical Elective Course VIII
-
-
-
3
DSA 4002
Technical Elective Course VI
-
-
-
3
CBU 4404
Occupational Health and Safety II
2
0
0
2
DSA 4104
Cloud Computing
3
0
0
5
DSA 4102
Career Planning
2
0
0
3
DSA 4106
Graduation Project II
0
0
2
6
DSA 4108
Practical Training II
0
0
2
5
Sum
7
0
4
27
None Technical Elective I
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
None Technical Elective II
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
DSA 2001
DSA 3203
Steganograpy
2
0
0
3
DSA 3204
Decision Science in Financial Systems
2
0
0
3
DSA 3205
Data Science in Financial Technologies
2
0
0
3
DSA 3206
Digital Currencies
2
0
0
3
DSA 3207
BlockChain
2
0
0
3
DSA 3208
Applied Time Series Analysis
2
0
0
3
DSA 3209
Simulation
2
0
0
3
DSA 3210
Survey Methodology
2
0
0
3
DSA 3211
Data Science With R
2
0
0
3
DSA 3212
Advanced Data Visualization
2
0
0
3
DSA 3213
Social Media Analysis
2
0
0
3
DSA 3214
Predictive Analytics
2
0
0
3
DSA 3215
Data Science and Climate Change
2
0
0
3
DSA 3216
Reinforcament Learning
2
0
0
3
DSA 3217
Machine Learning Applications
2
0
0
3
DSA 3218
Multivariate Statistical Analysis Methods
2
0
0
3
Non Technical Elective Courses III
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
Technical Elective Courses II
DSA 3203
Steganograpy
2
0
0
3
DSA 3204
Decision Science in Financial Systems
2
0
0
3
DSA 3205
Data Science in Financial Technologies
2
0
0
3
DSA 3206
Digital Currencies
2
0
0
3
DSA 3207
BlockChain
2
0
0
3
DSA 3208
Applied Time Series Analysis
2
0
0
3
DSA 3209
Simulation
2
0
0
3
DSA 3210
Survey Methodology
2
0
0
3
DSA 3211
Data Science With R
2
0
0
3
DSA 3212
Advanced Data Visualization
2
0
0
3
DSA 3213
Social Media Analysis
2
0
0
3
DSA 3214
Predictive Analytics
2
0
0
3
DSA 3215
Data Science and Climate Change
2
0
0
3
DSA 3216
Reinforcament Learning
2
0
0
3
DSA 3217
Machine Learning Applications
2
0
0
3
DSA 3218
Multivariate Statistical Analysis Methods
2
0
0
3
Non Technical Elective Courses IV
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
Technical Elective Courses III
Non Technical Elective Courses V
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
Technical Elective Course III
DSA 3203
Steganograpy
2
0
0
3
DSA 3204
Decision Science in Financial Systems
2
0
0
3
DSA 3205
Data Science in Financial Technologies
2
0
0
3
DSA 3206
Digital Currencies
2
0
0
3
DSA 3207
BlockChain
2
0
0
3
DSA 3208
Applied Time Series Analysis
2
0
0
3
DSA 3209
Simulation
2
0
0
3
DSA 3210
Survey Methodology
2
0
0
3
DSA 3211
Data Science With R
2
0
0
3
DSA 3212
Advanced Data Visualization
2
0
0
3
DSA 3213
Social Media Analysis
2
0
0
3
DSA 3214
Predictive Analytics
2
0
0
3
DSA 3215
Data Science and Climate Change
2
0
0
3
DSA 3216
Reinforcament Learning
2
0
0
3
DSA 3217
Machine Learning Applications
2
0
0
3
DSA 3218
Multivariate Statistical Analysis Methods
2
0
0
3
Non-Technical Elective Course VI
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
Technical Elective Courses IV
DSA 3203
Steganograpy
2
0
0
3
DSA 3204
Decision Science in Financial Systems
2
0
0
3
DSA 3205
Data Science in Financial Technologies
2
0
0
3
DSA 3206
Digital Currencies
2
0
0
3
DSA 3207
BlockChain
2
0
0
3
DSA 3208
Applied Time Series Analysis
2
0
0
3
DSA 3209
Simulation
2
0
0
3
DSA 3210
Survey Methodology
2
0
0
3
DSA 3211
Data Science With R
2
0
0
3
DSA 3212
Advanced Data Visualization
2
0
0
3
DSA 3213
Social Media Analysis
2
0
0
3
DSA 3214
Predictive Analytics
2
0
0
3
DSA 3215
Data Science and Climate Change
2
0
0
3
DSA 3216
Reinforcament Learning
2
0
0
3
DSA 3217
Machine Learning Applications
2
0
0
3
DSA 3218
Multivariate Statistical Analysis Methods
2
0
0
3
Non Technical Elective Course VII
SEC 1201
Engineering Standards
2
0
0
3
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
Technical Elective Course V
DSA 3203
Steganograpy
2
0
0
3
DSA 3204
Decision Science in Financial Systems
2
0
0
3
DSA 3205
Data Science in Financial Technologies
2
0
0
3
DSA 3206
Digital Currencies
2
0
0
3
DSA 3207
BlockChain
2
0
0
3
DSA 3208
Applied Time Series Analysis
2
0
0
3
DSA 3209
Simulation
2
0
0
3
DSA 3210
Survey Methodology
2
0
0
3
DSA 3211
Data Science With R
2
0
0
3
DSA 3212
Advanced Data Visualization
2
0
0
3
DSA 3213
Social Media Analysis
2
0
0
3
DSA 3214
Predictive Analytics
2
0
0
3
DSA 3215
Data Science and Climate Change
2
0
0
3
DSA 3216
Reinforcament Learning
2
0
0
3
DSA 3217
Machine Learning Applications
2
0
0
3
DSA 3218
Multivariate Statistical Analysis Methods
2
0
0
3
Non Technical Elective Course VIII
SEC 1202
History of Technology
2
0
0
3
SEC 1203
Engineering Documentaries
2
0
0
3
SEC 1204
Introduction to Economics
2
0
0
3
SEC 1205
Formation of Üniverse
2
0
0
3
SEC 1201
Engineering Standards
2
0
0
3
SEC 1206
Report Preparation Techniques
2
0
0
3
SEC 2203
Chess
2
0
0
3
SEC 2204
Tennis
2
0
0
3
SEC 2205
Table Tennis
2
0
0
3
SEC 2206
Healthy Dietary
2
0
0
3
SEC 2207
Music
2
0
0
3
SEC 2208
Innovation Management
2
0
0
3
Technical Elective Course VI
DSA 3203
Steganograpy
2
0
0
3
DSA 3204
Decision Science in Financial Systems
2
0
0
3
DSA 3205
Data Science in Financial Technologies
2
0
0
3
DSA 3206
Digital Currencies
2
0
0
3
DSA 3207
BlockChain
2
0
0
3
DSA 3208
Applied Time Series Analysis
2
0
0
3
DSA 3209
Simulation
2
0
0
3
DSA 3210
Survey Methodology
2
0
0
3
DSA 3211
Data Science With R
2
0
0
3
DSA 3212
Advanced Data Visualization
2
0
0
3
DSA 3213
Social Media Analysis
2
0
0
3
DSA 3214
Predictive Analytics
2
0
0
3
DSA 3215
Data Science and Climate Change
2
0
0
3
DSA 3216
Reinforcament Learning
2
0
0
3
DSA 3217
Machine Learning Applications
2
0
0
3
DSA 3218
Multivariate Statistical Analysis Methods
2
0
0
3
Manisa Celal Bayar Üniversitesi
Bilgisayar Araştırma ve Uygulama Merkezi - 2012
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