Introduction
Admission Requirements:
For
students under National Curriculum:
Minimum GPA 2.50 in both SSC and HSC or equivalent.
Admission Requirements for
students from English Medium:
O-Level:
at least 5 courses
A-Level:
at least 2 courses
In the above two examinations at least four subjects among seven
subjects must have B grade or GPA 4.0 (out of 5.0) and in remaining three
subjects must have C grade or GPA 3.5 (out of 5)
Duration of the program: 4
years
Total
minimum credit requirement to complete the program: 140 credits
Total
class weeks in a semester: 15
Minimum
CGPA requirements for graduation: 2.5
Maximum
academic years of completion: 8 (Minimum time required to
complete the program is 4 years. A student must complete the program within 8
years.)
|
Category |
No.
of Courses |
Total
Credits |
% |
|
Language
Courses |
2T |
6 |
4.29 |
|
General
Education Courses |
4T |
12 |
8.57 |
|
Basic
Science and Engineering |
5T |
15 |
10.71 |
|
Mathematics
and Basic Statistics |
4T |
12 |
8.57 |
|
Core
courses |
21T+8L |
71 |
50.71 |
|
Elective
Courses |
6T |
18 |
12.86 |
|
Internship
/Capstone Project/Thesis |
2P |
6 |
4.29 |
|
Total |
51 |
140 |
100 |
Course List
|
Course Code |
Course Title |
Credit |
|
DSE-0231-1011 |
Bangla Language and Literature |
3 |
|
DSE-0231-1013 |
Basic English Skills |
3 |
|
DSE-0231-1031 |
Advanced Communicative English |
3 |
|
General Education |
||
|
Social Science and Humanities
(Any 4 Courses) |
||
|
Course Code |
Course Title |
Credit |
|
DSE-0222-1023 |
Bangladesh
Studies: History and Culture |
3 |
|
DSE-0314-1025 |
Introduction
to Sociology |
3 |
|
DSE-0223-1027 |
Corporate
and Legal Affairs |
3 |
|
DSE-0213-1029 |
Creative
& Performing Arts |
3 |
|
DSE-0411-2013 |
Financial
and Managerial Accounting |
3 |
|
DSE-0412-2015 |
Industrial
Engineering & Operations Management |
3 |
|
DSE-0311-3011 |
Economics
for Data Scientists |
3 |
|
DSE-0411-3013 |
Digital
Marketing |
3 |
|
DSE-0232-4001 |
Art
of Presentation and Technical Report Writing |
3 |
|
DSE-003-4003 |
Life
Skills for Success |
3 |
|
Basic
Science and Engineering (Any 5 Theory Courses) |
||
|
Course Code |
Course Title |
Credit |
|
DSE-0533-1021 |
Physics |
3 |
|
DSE-0711-2009 |
Chemistry |
3 |
|
DSE-0511-2011 |
Biology |
3 |
|
DSE-0613-1005 |
Introduction to Information Technology |
3 |
|
DSE-0613-1007 |
Introduction to Programming Language |
3 |
|
DSE-0714-2017 |
Electronic Devices and Circuits |
3 |
|
DSE-0714-2019 |
Digital
Logic Design |
3 |
|
Mathematics
and Basic Statistics (4 Theory Course) |
|
|
|
Course Code |
Course Title |
Credit |
|
DSE-0541-1017 |
Calculus |
3 |
|
DSE-0541-2007 |
Linear Algebra and Vector Analysis |
3 |
|
DSE-0542-1009 |
Statistical Methods |
3 |
|
DSE-0542-1019 |
Introduction to Probability |
3 |
|
Data
Science Core Courses (21 Theory Courses + 8 Lab Courses) |
||
|
Course
Title |
Credit |
|
|
DSE-0619-1001 |
Introduction to Data
Science |
3 |
|
DSE-0613-1003 |
Discrete Mathematics |
3 |
|
DSE-0619-2015 |
Data Analysis with Python |
3 |
|
DSE-0613-2016 |
Object Oriented
Programming Language Lab |
1 |
|
DSE-0619-2001 |
Sampling Methodology |
3 |
|
DSE-0542-2004 |
Introduction to SPSS Lab |
1 |
|
DSE-0619-2005 |
Data Analysis with R |
3 |
|
DSE-0542-2021 |
Statistical Inference |
3 |
|
DSE-0611-2023 |
Time Series Analysis and
Forecasting |
3 |
|
DSE-0613-2025 |
Data Structure and
Algorithm |
3 |
|
DSE-0613-2026 |
Data Structure and
Algorithm Lab |
1 |
|
DSE-0612-2027 |
Database Management
System |
3 |
|
DSE-0613-2028 |
Database Management
System Lab |
1 |
|
DSE-0613-2029 |
Project and Service
Management |
3 |
|
DSE-0619-2031 |
Data Warehousing and Data
Mining |
3 |
|
DSE-0619-3001 |
Exploratory Data Analysis |
3 |
|
DSE-0619-3003 |
Big Data Analysis |
3 |
|
DSE-0613-3005 |
Strategic Planning,
Development & Implementation |
3 |
|
DSE-0613-3007 |
System Analysis and
Software Engineering |
3 |
|
DSE-0613-3008 |
System Analysis and
Software Engineering Lab |
1 |
|
DSE-0613-3009 |
Artificial Intelligence |
3 |
|
DSE-0613-3010 |
Artificial Intelligence
Lab |
1 |
|
DSE-0619-3015 |
Machine Learning for Data
Science |
3 |
|
DSE-0619-3016 |
Machine Learning for Data
Science Lab |
1 |
|
DSE-0619-3017 |
Data Visualization
Techniques |
3 |
|
DSE-0619-3018 |
Data Visualization Techniques
Lab |
1 |
|
DSE-0619-3019 |
Regression and Multivariate Analysis |
3 |
|
DSE-0542-3021 |
Environmental Statistics |
3 |
|
DSE-0619-4005 |
Categorical Data Analysis |
3 |
|
Capstone
Project/Thesis (the topic must be chosen related to the Major/Specialization
field) |
||
|
Course Code |
Course Title |
Credit |
|
DSE-0619-4091 |
Internship/Capstone Project/Thesis
Part I |
3 |
|
DSE-4619-4092 |
Internship/Capstone Project/Thesis
Part II |
3 |
|
Elective Courses
(have to choose any 6 courses. To obtain Major/Specialization, minimum 4
courses have to take from that related field) |
|||
|
Course Code |
Course Title |
Credit |
Major / Specialization
Field |
|
DSE-0413-5001 |
Business Intelligence |
3 |
Management |
|
DSE-0413-5003 |
Business Analytics |
3 |
Management |
|
DSE-0613-5005 |
E-commerce and Web Engineering |
3 |
Management |
|
DSE-0619-5007 |
Big Data Analytics on Cloud |
3 |
Data Engineering |
|
DSE-0414-5009 |
Marketing Analysis |
3 |
Management |
|
DSE-0619-5011 |
Data Privacy and Ethics |
3 |
Management |
|
DSE-0223-5013 |
Professional Ethics & Environment Protection |
3 |
Management |
|
DSE-0542-5015 |
Biostatistics and Epidemiology |
3 |
Data Engineering |
|
DSE-0613-5017 |
Operations Research |
3 |
Data Engineering |
|
DSE-0613-5019 |
Artificial Neural Network and Deep Learning |
3 |
Artificial Intelligence |
|
DSE-0613-5021 |
Natural Language Processing |
3 |
Artificial Intelligence |
|
DSE-0613-5023 |
Human Computer Interaction |
3 |
Artificial Intelligence |
|
DSE-0619-5025 |
Pattern Recognition and Analysis |
3 |
Artificial Intelligence |
|
DSE-0619-5027 |
Recommender System |
3 |
Artificial Intelligence |
|
DSE-0619-5029 |
Machine Learning Operations |
3 |
Artificial Intelligence |
|
DSE-0619-5031 |
Reinforcement Learning |
3 |
Artificial Intelligence |
|
DSE-0619-5033 |
Deep Learning for Computer Vision |
3 |
Artificial Intelligence |
|
DSE-0619-5035 |
Data Wrangling and Predictive Analytics using Python |
3 |
Artificial Intelligence |
|
DSE-0619-5037 |
Demographic Method and Population Analysis |
3 |
Data Engineering |
|
DSE-0542-5039 |
Actuarial Statistics |
3 |
Data Engineering |
|
DSE-0619-5041 |
Quality Control and Operation Research |
3 |
Data Engineering |
|
DSE-0619-5043 |
Analysis of Variance & Experimental Design |
3 |
Data Engineering |
|
DSE-0619-5049 |
Advanced Big Data Analysis |
3 |
Data Engineering |
|
DSE-0619-5051 |
Dimensionality Reduction and Model Validation Techniques |
3 |
Data Engineering |
|
DSE-0619-5053 |
Genomic Data Analysis |
3 |
Data Engineering |
|
DSE-0619-5055 |
Spatial Data Science |
3 |
Data Engineering |
|
DSE-0619-5057 |
Social Media Analytics using R |
3 |
Data Engineering |
|
DSE-0619-5059 |
Data Analysis Using SQL |
3 |
Data Engineering |
|
DSE-0612-5061 |
NoSQL Databases |
3 |
Data Engineering |
|
DSE-0613-5063 |
Research Methodology |
3 |
Data Engineering |
|
DSE-0542-5065 |
Advanced Statistical Methods |
3 |
Data Engineering |
|
DSE-0619-5067 |
Real Time Data Processing |
3 |
Data Engineering |
|
DSE-0613-5069 |
Design and Analysis of Algorithms |
3 |
Data Engineering |
|
DSE-0311-5071 |
Applied Econometrics |
3 |
Management |
|
DSE-0619-5073 |
Digital Forensics |
3 |
Data Security |
|
DSE-0613-5075 |
Network Security |
3 |
Data Security |
|
DSE-0619-5077 |
Block-Chain and Crypto Currency |
3 |
Data Security |
|
DSE-0613-5079 |
Computer and Cyber Security |
3 |
Data Security, Computer Engineering |
|
DSE-0619-5081 |
Data Science with Robotics and IoT |
3 |
Computer Engineering |
|
DSE-0619-5083 |
Metaverse Fundamentals |
3 |
Computer Engineering |
|
DSE-0619-5085 |
Virtual Reality, Augmented Reality & Extended Reality
Fundamentals |
3 |
Computer Engineering |
|
DSE-0619-5099 |
Contemporary Course on Data Science |
3 |
Data Engineering |
Semester-wise Distribution of Courses
|
Semester-I |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-1001 |
Introduction to Data Science |
3 |
|
|
DSE-0231-1013 |
Basic English Skills |
3 |
|
|
DSE-0611-1001 |
Introduction to Information Technology |
3 |
|
|
DSE-0222-1023 |
Bangladesh Studies: History and Culture |
3 |
|
|
DSE-0223-0599 |
Ethics and Aesthetics |
0 |
|
|
|
|
|
|
|
Total Credit |
|
12 |
|
|
Semester II |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0613-1003 |
Discrete Mathematics |
3 |
|
|
DSE-0613-1003 |
Introduction to Programming Language |
3 |
|
|
DSE-0592-1009 |
Statistical Methods |
3 |
|
|
DSE-0533-1021 |
Physics |
3 |
|
|
|
|
|
|
|
Total Credit |
|
12 |
|
|
Semester-III |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-2015 |
Data Analysis with Python |
3 |
|
|
DSE-0592-1019 |
Introduction to Probability |
3 |
|
|
DSE-0231-1031 |
Advanced Communicative English |
3 |
|
|
DSE-0591-1017 |
Calculus |
3 |
|
|
|
|
|
|
|
Total Credit |
|
12 |
|
|
Semester-IV |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0613-2016 |
Object Oriented Programming Language Lab |
1 |
|
|
DSE-0619-2001 |
Sampling Methodology |
3 |
|
|
DSE-0711-2009 |
Chemistry |
3 |
|
|
DSE-0619-2007 |
Data Analysis with R |
3 |
|
|
DSE-0542-2004 |
Introduction to SPSS Lab |
1 |
|
|
|
|
|
|
|
Total Credit |
|
11 |
|
|
|
|
|
|
|
Semester-V |
|||
|
DSE-0592-2021 |
Statistical Inference |
3 |
|
|
DSE-0613-2025 |
Data Structure and Algorithm |
3 |
|
|
DSE-0613-2026 |
Data Structure and Algorithm Lab |
1 |
|
|
DSE-0714-1019 |
Digital Logic Design |
3 |
|
|
DSE-0411-2013 |
Financial and Managerial Accounting |
3 |
|
|
|
|
|
|
|
Total Credit |
|
13 |
|
|
Semester-VI |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0612-2027 |
Database Management System |
3 |
|
|
DSE-0613-2028 |
Database Management System Lab |
1 |
|
|
DSE-0613-3008 |
System Analysis and Software Engineering Lab |
1 |
|
|
DSE-0613-3007 |
System Analysis and Software Engineering |
3 |
|
|
DSE-0611-2023 |
Time Series Analysis and Forecasting |
3 |
|
|
|
|
|
|
|
Total Credit |
|
11 |
|
|
Semester-VII |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-3001 |
Exploratory Data Analysis |
3 |
|
|
DSE-0613-2029 |
Project and Service Management |
3 |
|
|
DSE-0619-3019 |
Regression and
Multivariate Analysis |
3 |
|
|
DSE-0619-2031 |
Data Warehousing and Data Mining |
3 |
|
|
|
|
|
|
|
Total Credit |
|
12 |
|
|
Semester-VIII |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-3003 |
Big Data Analysis |
3 |
|
|
DSE-0613-3009 |
Artificial Intelligence |
3 |
|
|
DSE-0613-3010 |
Artificial Intelligence Lab |
1 |
|
|
DSE-0411-3013 |
Digital Marketing |
3 |
|
|
DSE-0613-3005 |
Strategic Planning, Development & Implementation |
3 |
|
|
|
|
|
|
|
Total Credit |
|
13 |
|
|
|
|
|
|
|
|
|
|
|
|
Semester-IX |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-3015 |
Machine Learning for Data Science |
3 |
|
|
DSE-0619-3016 |
Machine Learning for Data Science Lab |
1 |
|
|
DSE-0619-3017 |
Data Visualization Techniques |
3 |
|
|
DSE-0619-3018 |
Data Visualization Techniques Lab |
1 |
|
|
DSE-0592-3021 |
Environmental Statistics |
3 |
|
|
DSE-0232-4001 |
Art of Presentation and Technical Report Writing |
3 |
|
|
|
|
|
|
|
Total Credit |
|
14 |
|
|
Semester-X |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-4005 |
Categorical Data Analysis |
3 |
|
|
DSE-0311-3011 |
Economics for Data Scientists |
3 |
|
|
DSE-* |
Elective 01 |
3 |
|
|
DSE-* |
Elective 02 |
3 |
|
|
|
|
|
|
|
Total Credit |
|
12 |
|
|
Semester-XI |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-4091 |
Internship/Capstone Project/Thesis Part I |
3 |
|
|
DSE-* |
Elective 03 |
3 |
|
|
DSE-* |
Elective 04 |
3 |
|
|
|
|
|
|
|
Total Credit |
|
9 |
|
|
Semester-XII |
|||
|
Course Code |
Course Title |
Credits |
|
|
DSE-0619-4092 |
Capstone Project/Thesis Part II |
3 |
|
|
DSE-* |
Elective 05 |
3 |
|
|
DSE-* |
Elective 06 |
3 |
|
|
|
|
|
|
|
Total Credit |
|
9 |
|
|
Grand Total Credit = |
140 |
||
|
|
|
||
* Course code and course title will
be used according to the elective courses offered/enrolled in the semester
Tuition Fees
| Particulars | Amount |
|---|---|
| B.Sc. in Data Science and Engineering | 4,96,000 TK |
