Data Structures and Algorithms

Fundamental data structures including stacks, queues, linked lists, trees, graphs, sorting, searching, and hashing techniques.

Numerical Methods

Numerical techniques for solving equations, interpolation, differentiation, integration, linear systems, and differential equations.

Computer Architecture

Computer organization concepts including instruction sets, micro-architecture, pipelining, memory hierarchy, and I/O systems.

Computer Graphics

2D and 3D graphics principles covering scan conversion, transformations, projections, clipping, illumination, and OpenGL programming.

Statistics II

Advanced statistics covering sampling, hypothesis testing, parametric and non-parametric tests, experimental design, and stochastic processes.