Bachelor of Science in Data Science

BSc in Data Science Curriculum
Semester 1
Code Course Prereq. Credit
CSC1101 INTRODUCTION TO COMPUTER STUDIES 1
CSC1102 INTRODUCTION TO PROGRAMMING 3
CSC1103 INTRODUCTION TO PROGRAMMING LAB 1
MAT1102 DIFF CALCULUS AND COORDINATE GEOMETRY 3
PHY1101 PHYSICS 1 3
PHY1102 PHYSICS 1 LAB 1
ENG1101 ENGLISH READING SKILLS & PUBLIC SPEAKING 3
BAS2101 BANGLADESH STUDIES 3
Total 18
Semester 2
Code Course Prereq. Credit
BSE1201 OBJECT ORIENTED PROGRAMMING 1 (JAVA) CSC1102 , CSC1103 3
CSC1204 DISCRETE MATHEMATICS 3
BBA1102 PRINCIPLES OF ACCOUNTING 3
MAT1205 INTEGRAL CALCULUS & ORD. DIFF EQUATION MAT1102 3
CSC1205 DATA STRUCTURE CSC1102 , CSC1103 3
CSC1206 DATA STRUCTURE LAB CSC1102 , CSC1103 1
ENG1202 ENGLISH WRITING SKILLS & COMMUNICATIONS [CS/ENGG] ENG1101 3
Total 19
Semester 3
Code Course Prereq. Credit
BDS2102 INTRODUCTION TO DATA SCIENCE CSC1205 , CSC1206 3
BDS2101 INTRODUCTION TO DATABASE CSC1205 , CSC1206 3
ECO3150 PRINCIPLES OF ECONOMICS 2
CSC2107 ALGORITHMS CSC1205 , CSC1206 3
MAT2101 COMPLEX VARIABLE,LAPLACE & Z-TRANSFORMATION MAT1205 3
BSE3106 OBJECT ORIENTED PROGRAMMING 2 BSE1201 , BDS2101 3
BSE2102 OBJECT ORIENTED ANALYSIS AND DESIGN BDS2101 3
Total 20
Semester 4
Code Course Prereq. Credit
CNE2204 WEB TECHNOLOGIES BSE1201 3
CNE2202 OPERATING SYSTEMS CSC2107 3
BSE2203 SOFTWARE ENGINEERING BSE2102 3
MAT3103 COMPUTATIONAL STATISTICS AND PROBABILITY MAT2101 3
MAT2202 MATRICES, VECTORS, FOURIER ANALYSIS MAT2101 3
BDS2203 DATA PROCESSING BDS2102 3
Total 18
Semester 5
Code Course Prereq. Credit
COE3205 COMPUTER ORGANIGATION & ARCHITECTURE CNE2202 3
CSC3210 ARTIFICIAL INTELLIGENCE AND EXPERT SYSTEM CSC2107 , MAT3103 3
MAT3101 NUMERICAL METHODS FOR SCIENCE AND ENGINEERING MAT2202 3
ENG2103 BUSINESS COMMUNICATION [CS/ENGG] BAS2101 3
BDS3104 DATA PRIVACY, SECURITY AND PROTECTION BDS2203 3
BDS3105 STATISTICAL AND DATA ANALYSIS BDS2203 , MAT3103 3
BDS3208 DATA VISUALIZATION BDS2203 3
Total 21
Semester 6
Code Course Prereq. Credit
BDS4110 DATA WAREHOUSING AND DATA MINING [CS] BDS2101 , CSC3210 3
0 DS MAJOR 1 1 Credits 3
0 DS MAJOR 2 3
CNE3213 INTRODUCTION TO NETWORK ENGINEERING CNE2202 3
CNE3214 INTRODUCTION TO NETWORK ENGINEERING LAB CNE2202 1
BDS3106 PROGRAMMING FOR DATA SCIENCE BSE1201 3
BDS3207 ETHICS IN DATA SCIENCE & ENGINEERING BDS3104 3
Total 19
Semester 7
Code Course Prereq. Credit
CSC4197 RESEARCH METHODOLOGY 100 Credits 3
BSE4112 PROGRAMMING IN PYTHON BSE1201 3
0 DS MAJOR 3 3
BDS4109 BIG DATA ARCHITECTURE BDS3208 3
BDS4112 MACHINE LEARNING & EXPERT SYSTEMS CSC3210 3
0 DS MAJOR 4 3
0 DS MAJOR 5 3
Total 21
Semester 8
Code Course Prereq. Credit
CSC4299 INTERNSHIP 140 Credits 3
CSC4298 PROJECT & THESIS CSC4197 3
0 DS ELECTIVE 1 3
0 DS ELECTIVE 2 3
Total 12
Grand Total 148 credits
General Elective(Data Science)
Code Course Prereq. Credit
BDS4113 ADVANCE DATABASE MANAGEMENT SYSTEM 136 Credits 3
BDS4214 NATURAL LANGUAGE PROCESSING 3
BDS4315 DEEP LEARNING 3
BDS4316 SOCIAL COMPUTING AND DATA ANALYTICS FOR BUSINESS 3
BDS4317 EMERGING TECHNOLOGIES IN DATA SCIENCE 3
BDS4220 ADVANCE TOPICS IN DATA SCIENCE 3
Major In Computing
Code Course Prereq. Credit
CSC3208 THEORY OF COMPUTATION 3
CSC3209 COMPUTER GRAPHICS 3
CSC4111 COMPILER DESIGN 3
CSC4115 COMPUTER SCIENCE MATHEMATICS 3
CSC4112 BASIC GRAPH THEORY 3
CSC4113 ADVANCED ALGORITHM TECHNIQUES 3
CSC4114 LINEAR PROGRAMMING 3
CSC4216 PARALLEL COMPUTING 3
CSC4218 HUMAN COMPUTER INTERACTION 3
COE4231 IMAGE PROCESSING 3
COE4234 COMPUTER VISION AND PATTERN RECOGNITION 3
CSC4220 ADVANCED TOPICS IN COMPUTING [CS] 3
Major In Software Engineering
Code Course Prereq. Credit
BSE3104 SOFTWARE REQUIREMENT ENGINEERING 3
BSE3105 SOFTWARE ARCHITECTURE AND DESIGN PATTERNS 3
BSE3207 MOBILE APPLICATION DEVELOPMENT 3
BSE3208 SOFTWARE QUALITY AND TESTING 3
BSE4109 SOFTWARE DEVELOPMENT PROJECT MANAGEMENT 3
BSE4110 SOFTWARE PROJECT 3
BSE4111 ADVANCED PROGRAMMING IN WEB TECHNOLOGY 3
BSE4112 PROGRAMMING IN PYTHON 3
BSE4113 ADVANCED PROGRAMMING WITH JAVA 3
BSE4114 ADVANCED PROGRAMMING WITH .NET 3
BSE4215 VIRTUAL REALITY SYSTEMS DESIGN 3
BSE4216 METAVERSE TECHNOLOGY 3
BSE4220 ADVANCED TOPICS IN SOFTWARE ENGINEERING 3
Major In Computer Architecture
Code Course Prereq. Credit
COE4128 DIGITAL SYSTEM DESIGN 3
EEE4241 INDUSTRIAL ELECTRONICS, DRIVES & INSTRUMENTATION 3
COE4129 MULTIMEDIA SYSTEMS 3
COE4235 ROBOTICS ENGINEERING 3
EEE4217 VLSI CIRCUIT DESIGN 3
EEE4233 DIGITAL DESIGN WITH SYSTEM [ VERILOG,VHDL & FPGAS ] 3
COE2166 DIGITAL LOGIC & ELECTRONICS 3
COE4220 ADVANCE TOPICS IN COMPUTER ARCHITECTURE 3
Major In Network Engineering
Code Course Prereq. Credit
CNE2101 DATA COMMUNICATION 3
CNE2203 COMPUTER NETWORKS 3
CNE3106 SECURE NETWORK SYSTEMS DESIGN AND MANAGEMENT 3
CNE3107 ADVANCED COMPUTER NETWORKS 3
CNE3211 ETHICAL HACKING AND NETWORK DEFENSE 3
CNE3212 DISASTER RECOVERY 3
CNE4116 INFORMATION SYSTEM SECURITY PLANNING, DESIGN AND INCIDENT RESPONSE 3
CNE4117 INFORMATION SYSTEM AUDITING 3
CNE4118 PROJECT MANAGEMENT IN IT SECURITY 3
CNE4219 NETWORK SECURITY 3
CNE4220 NETWORK RESOURCE MANAGEMENT & ORGANIZATION 3
CNE4221 CRYPTOGRAPHY 3
CNE4222 SIMULATION & MODELING 3
CNE4223 ADVANCED OPERATING SYSTEM 3
CNE4224 WIRELESS SENSOR NETWORKS 3
EEE2213 SIGNAL & LINEAR SYSTEM 3
EEE3103 DIGITAL SIGNAL PROCESSING 3
EEE4209 TELECOMMUNICATIONS ENGINEERING 3
CNE4220 ADVANCE TOPICS IN NETWORK ENGINEERING 3
Major In Cybersecurity
Code Course Prereq. Credit
CYS2101 INTRODUCTION TO NETWORK AND CYBER SECURITY 3
CYS2202 NETWORK SECURITY INFRASTRUCTURE AND CYBERSECURITY 3
CYS3103 CYBER LAWS 3
CYS3204 INTERNET OF THINGS (IOT) SECURITY 3
CYS3205 DIGITAL FORENSIC INVESTIGATION 3
CYS3206 CLOUD SECURITY 3
CYS3207 MOBILE DEVICES AND WIRELESS SECURITY 3
CYS3208 CYBER SECURITY SOCIAL ENGINEERING 3
CNE3211 ETHICAL HACKING AND NETWORK DEFENSE 3
CNE4118 PROJECT MANAGEMENT IN IT SECURITY 3
CNE3106 SECURE NETWORK SYSTEMS DESIGN AND MANAGEMENT 3
CNE3212 DISASTER RECOVERY 3
CNE4116 INFORMATION SYSTEM SECURITY PLANNING, DESIGN AND INCIDENT RESPONSE 3
CYS3214 CYBER CRIME INVESTIGATION 3
CYS3215 EMERGING TECHNOLOGIES IN COMPUTER NETWORKS AND SECURITY 3
CYS4220 ADVANCE TOPICS IN CYBER SECURITY 3
Major In Robotics
Code Course Prereq. Credit
RBT4101 INTRODUCTION TO ROBOTICS SYSTEMS 3
RBT4102 INTEGRATED ROBOTICS SYSTEMS ENGINEERING 3
RBT4103 MECHATRONICS 3
RBT4104 SIGNAL PROCESSING 3
RBT4105 BASIC MECHANICAL ENGINEERING 3
RBT4106 ENGINEERING DESIGN AND PROTOTYPING 3
RBT4107 APPLIED ROBOTICS 3
RBT4108 KINEMATICS AND DYNAMICS 3
RBT4109 MICROELECTRONIC CIRCUITS 3
RBT4110 EMBEDDED SYSTEMS 3
RBT4220 ADVANCED TOPICS IN ROBOTICS 3
Major In Business Intelligence
Code Course Prereq. Credit
CBI4101 FINANCIAL DATA MANAGEMENT 3
CBI4102 KNOWLEDGE MANAGEMENT SYSTEMS 3
BDS4109 BIG DATA ARCHITECTURE 3
CBI4104 DECISION SUPPORT SYSTEM 3
CBI4105 DIGITAL MARKETING 3
CBI4106 BUSINESS SOFTWARE TECHNOLOGIES 3
CBI4107 BLOCKCHAIN TECHNOLOGIES IN BUSINESS 3
CNE4220 NETWORK RESOURCE MANAGEMENT & ORGANIZATION 3
CBI4109 ACCOUNTING INFORMATION SYSTEMS 3
CBI4110 SUPPLY CHAIN MANAGEMENT SYSTEM 3
CBI4220 ADVANCED TOPICS IN BUSINESS INTELLIGENCE 3
Major In Bioinformatics
Code Course Prereq. Credit
BIO4101 INTRODUCTION TO BIOINFORMATICS 3
BIO4102 COMPUTATIONAL BIOLOGY 3
BIO4103 EVOLUTIONARY BIOLOGY 3
BIO4104 CELL BIOLOGY 3
BIO4105 FUNDAMENTALS OF BIOLOGICAL CHEMISTRY 3
BIO4106 MOLECULAR BIOLOGY 3
BIO4107 BIOSTATISTICS 3
BIO4108 ORGANIC CHEMISTRY 3
BIO4109 COMPUTERIZED GENETIC SEQUENCE ANALYSIS 3
BIO4110 BIOINFORMATICS ALGORITHMS 3
BIO4120 ADVANCED TOPICS IN BIOINFORMATICS 3
Major In Information Technology Management
Code Course Prereq. Credit
ITM4101 IT STRATEGY AND GOVERNANCE 3
ITM4102 IT PROJECT MANAGEMENT 3
ITM4103 INFORMATION SECURITY 3
CNE4220 NETWORK RESOURCE MANAGEMENT & ORGANIZATION 3
CYS3103 CYBER LAWS 3
CNE4116 INFORMATION SYSTEM SECURITY PLANNING, DESIGN AND INCIDENT RESPONSE 3
CNE4117 INFORMATION SYSTEM AUDITING 3
ITM4108 ENTERPRISE RESOURCE PLANNING [CS] 3
ITM4109 E-COMMERCE, E-GOVERNANCE & E-SERIES 3
ITM4110 EMERGING TECHNOLOGY AND ISSUES 3
ITM4220 ADVANCED TOPICS IN INFORMATION TECHNOLOGY MANAGEMENT 3
Admission Requirements for BSc in Data Science

Academic Requirements for BSc in Data Science:
(a)  A total GPA of 6.00 with a minimum GPA of 2.75 in Science background. Math must be included at HSC level. (Optional for CIS).
(b)  Minimum GPA 2.5 (in both O and A Levels separately) with no grade lower than ‘D’ among best 5 subjects in O' level and best 2 subjects in A' level. Math must be included at A' level (optional for CIS). (Scale: A=5, B=4, C=3, D=2 & E=1)
(c)  High School Diploma/International Baccalaureate with minimum grade B in Math.
(d)  GED result will not be accepted.

Required Documents for Form Submission:
1.  Attested Photocopy of all Board Mark Sheets and Testimonials / Certificates.
2.  Three copies of Recent Colored & Clear Passport Sized Photographs.
3.  For O’Level &A’Level Students, Attested Photocopy of Certificates/Hard copies (with cash in code).
4.  A’ level candidates who will appear on November 2019 are required to submit photocopy of Statement of Entry and original hard copy/Mark sheets of their A’s level Exam(with cash in code).
5.  Applicants in Freedom Fighter category are requested to submit attested photocopy of (i) “Provisional Certificate” from Ministry of Liberation war affairs. (ii) Mukti Barta/Indian List/PM signed Certificate (iii) Gazette (iv) “National ID” of the freedom fighter & Birth Certificate / Death Certificate of the Freedom Fighter. (vi) Attested Internet Information of FF.

 ***Selected applicants in FF quota are requested to bring all these original papers during their admission.

Written Exam Waiver Conditions (will be called for viva interview):
1.  Minimum score of 1650 in SAT for undergraduate program out of 2400.
2.  Minimum score of 1106 in SAT for undergraduate program out of 1600.

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Online Admission Form Fill-up :
 

Step 01: Login (create a new applicant or use already created user name) at http://admission.aiub.edu

Step 02: Fill up all required fields with correct data and upload a recent color photograph and academic papers (in .JPG format)

Step 03: Take print outs of the Applicant Copy and preserve it for future references.

Step 04: Usually it requires 24 hours (72 hours for weekends) to verify the educational information. Applicants may proceed to Payment after the Verification is done.

Step 05: After the Verification is done. Applicant can download the Admit Card from the Portal before attending the Admission Examination.

Step 06: Bring the Admit Card for the Admission Examination.