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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.
Apply Now
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.