Algorithms & Abstract Data Types
Topics include sorting and searching techniques, basic graph algorithms, and algorithm design
techniques. Abstract data types covered include priority queues, dictionaries, disjoint sets, heaps,
balanced trees, and hashing.
Applied Discrete Mathematics
Introduction to applications of discrete mathematical systems. Topics include sets, functions,
relations, graphs, predicate calculus, mathematical proof methods (induction, contraposition,
contradiction), counting methods (permutations, combinations), and recurrences.
Foundations of Game Design
A generally accessible course in which students explore how video games (and games generally) shape
experiences and express ideas. Students develop novel games, engage in game interpretation, and
survey related topics.
Game AI
Course provides a comprehensive introduction to the use of artificial intelligence (AI) in computer
games. Building on fundamental principles of AI, course explains how to create non-player characters
(NPCs) with progressively more sophisticated capabilities.
Generative Design
Course introduces generative methods for design. Use algorithmic techniques to generate and evaluate
game content (images, sounds, map designs) along with mechanics and progression systems.
Search-based and learning-based techniques with connections to artificial intelligence are also
covered.
Creating Digital Audio
Introduces digital sound recording and editing technologies, sound synthesis, and concepts in sound
design for media production. Covers the basics of sound capture, microphones, audio manipulation and
editing, effects, sound formats, mixing and dynamics, synthesizers, audio software, and game audio.
Game Design & Development Experience
Teaches the concrete programming and collaboration skills associated with making a digital game from
start to finish, including but not limited to: establishing a team, concepting, storyboarding,
prototyping, producing, and testing a game for release.
Game Systems
Presents game design as the interplay of multiple interacting game systems. Surveys various game
systems: movement, combat, reward, economic, logistics, quest, information visibility, narrative.
Game Graphics and Real-Time Rendering
This course introduces real-time hardware-accelerated graphics programming suitable for game
development, visual effects, and interactive multimedia projects. Emphasis will be placed on
contemporary shader programming techniques and developing custom effects using game engines and
multimedia software.
Human-Centered Design Research
Students move through a rigorous design-research process involving skills and principles in
human-centered design research as well as selected formal research methods. They learn to use tools
for ideation, human-centered qualitative research, domestic probes, mock-ups, and prototypes.
Visual Communication Interaction
Survey of the basics of visual communication and interaction design, focusing on communicating
designs of interactive systems. Covers techniques from a breadth of visual communication traditions;
how to choose, use, and innovate; and how to structure dialogue around them.
Advanced programming
An introduction to object-oriented techniques of software development including data abstraction,
inheritance, polymorphism, and object-oriented design. Extensive practice using a computer to solve
problems, including construction of graphical user interfaces and a multithreaded client/server
applications.
