BSc (Honors) in Data Science

BSC (HONOURS) IN DATA SCIENCE

UGC APPROVED – OFFERED BY NSBM

Duration - 4 Years (Full time)

BSc (Honors) in Data Science programme at NSBM Faculty of Computing is carefully designed in line with the latest ACM and IEEE guidelines for Data Science undergraduate awards and aims to produce graduates with the required skills and knowledge in core and emerging trends in the technological and business disciplines.

During the first year, students will develop their foundational knowledge in computing, which is mandatory to absorb Data Science related concepts and their applications. From second year onwards, gradually the Data Science flavor of the degree programme is escalating. In the third year, whilst sharpening their skills on data science, they ought to fulfill a mandatory industry placement. In the fourth year, they are being guided to pursue an individual research project to showcase the expertise they have developed through the Programme.

KEY FEATURES

UGC Approved 4-year honor’s degree with a full emphasize towards Data Science.
A diverse choice of elective modules to choose from, in their final year of studies, to cater to individual preferences and specializations.
Includes mandatory industry placement and supervised research projects element.
Creating the foundation for a rewarding lucrative carrier in Data Science.

Aims of the Program

Develop proficiency in analysis of complex problems and synthesize software solutions with the latest concept for an organization/ individual.
Develop lone learning aptitude to acquire new knowledge required for an assignment which associated with novel concepts.
Admire intellectual works of others and to abide by industry norms and ethics stipulated by professional bodies.
Satisfy the academic criteria required for the membership of professional institutions.

PROGRAMME CONTENTS

Year 1

Introduction to Computer Science
Mathematics for Computing
Programming in C
Database Management Systems
Professional Development
Object Oriented Programming with Java
Algorithms and Data Structures
Fundamentals of Computer Architecture
Data Communication and Networks
Web Based Application Development

Year 2

Introduction to Data Science
Human Computer Interaction
Data Programming with R
Statistics for Data Science
Introduction to Software Engineering
Development of Enterprise Applications I
System Fundamentals
Algorithms and Complexity
Data Science in Python
Ethics in Data Science

Year 3

Web Mining
Advanced Statistics for Data Science
Data Warehousing & Data Mining
Data Visualization
Advanced database Management Systems
Information Assurance and Security
Internship
Cloud Computing
Machine Learning
Mobile Application Development
Big Data Analytics

Year 4

Natural Language Processing
Neural Networks
Big Data Programming
DS Honors Award Project
Urban Computing
Artificial Intelligence
Data Science Trends and Applications
Deep Learning
Parallel and Distributed Computing
Internet of Things
Development of Enterprise Applications II

ENTRY QUALIFICATIONS

Three Passes in Physical Science, Biological Science, Arts, Technology, or Commerce streams in a single sitting, at one of the following examinations or equivalent foreign qualifications is the minimum entry requirement.

G.C.E. Advanced Level examination conducted by the Department of Examinations, Sri Lanka.
G.C.E Advanced Level examination conducted by Pearson Edexel, UK (London A/L).
International Advanced Level examination conducted by Pearson Edexel, UK.
G.S.E Advanced Level examination conducted by Cambridge International Examination, UK