Bachelor of Science in Computer Science with a focus on AI & Machine Learning.
BRAC University
Currently in Final Trimester (Spring 2026).
Specialization track completed: AI & Machine Learning.
Final phase of B.Sc. thesis on Neuro-degenerative Assessment using Transformers.
Architectural patterns, requirements engineering, and system modeling.
Deep learning architectures, backpropagation, and optimization strategies.
Statistical methods applied to biological data analysis.
Data analysis pipelines, visualization, and statistical modeling.
Supervised and unsupervised learning algorithms and applications.
Linear programming, convex optimization, and algorithmic strategies.
Statistical pattern recognition, classification, and clustering techniques.
Advanced NLP, transformers, and language models.
Computational methods for biological data analysis and sequencing.
Digital image manipulation, filtering, and computer vision basics.
Design and analysis of efficient algorithms and complexity theory.
Implementation of arrays, lists, trees, graphs, and hashing.
Process management, memory management, and concurrency.
Computational techniques for solving mathematical problems.
Finite automata, context-free grammars, and Turing machines.
Network protocols, layers, architecture, and security.
Relational database design, SQL, and normalization.
Instruction sets, processor design, and memory hierarchy.
Software development lifecycle, agile methods, and design patterns.
Introduction to programming logic and problem-solving.
Object-oriented programming concepts and implementation.
Logic, proofs, set theory, and graph theory.
Boolean algebra, logic gates, and circuit design.
Lexical analysis, parsing, and code generation.
Search algorithms, game playing, and knowledge representation.
2D/3D rendering, transformations, and graphics pipelines.
Complex variables, Laplace transforms, and series solutions.
Vector spaces, matrices, determinants, and eigenvalues.
Limits, derivatives, and applications of differentiation.
Integration techniques and applications.
Mechanics, kinematics, and thermodynamics.
Electromagnetism, optics, and modern physics.
Probability theory, distributions, and inferential statistics.
Exploration of arts in community development.
Basic English grammar and writing skills.
Academic writing and critical thinking.
Ethical theories and their application to society.
Introduction to arts, literature, and philosophy.
Financial reporting, balance sheets, and income statements.
Supply and demand, market structures, and consumer behavior.
Ecological systems and environmental challenges.
Bangla language, literature, and cultural history.
History and emergence of Bangladesh as a nation.