Course Offerings
The Program in Computing for the Arts and Science (PCAS) supports LSA students in learning the computing that they can use in their degree program and future careers. We enable more successful scientists who can use computing for discovery, artists who can work in computational media, and scholars who can understand, critique, and re-design computational systems that are pervasive in our modern world.
PCAS courses support LSA students becoming conversational programmers. Conversational programmers understand the task of software development, know the language and specialty terms of programmers, and can facilitate communication between software developers and other parts of an organization. Our courses broadly engage with three themes - computing for discovery, computing for expression and computing for justice. Our course code is COMPFOR which stands for COMPuting FOR.
LSA Course Guide
Currently enrolled students may search the LSA Course Guide
LSA Course Catalog
For those without a UM uniqname, courses may be found on the LSA Undergraduate Course Catalog
COMPFOR 101 - Birth of the Digital: How Transistors Transform Society and Science
This course covers the history and societal impact of a crucial 21st century tool: the field-effect transistor and its computer application. Students will learn the simple ideas that make computers work, how Moore's Law has transformed society and science, and where our digital future might lead.
COMPFOR 111 - Computing's Impact on Justice: From Text to the Web
A concept-focused introduction to computational methods for manipulating text, creating algorithms, and using these to generate and analyze Web pages, with a framing around justice and critical computing.
Course page with syllabus and student work examples.
COMPFOR 121 - Computing for Creative Expression
An activity-based introduction to computational methods for creative expression around shapes, pictures, text, sounds, interactivity, and blending these as in video games and the Web.
COMPFOR 131 - Python Programming for the Sciences
x-list w/ Biophys 131 (formerly Biophys 117), Biology 131
This hands-on interactive course introduces students to the Python programming language providing foundational aspects including computational analysis, the structure, organization and manipulation of data, sound coding practices, and visualization of scientific information.
COMPFOR 133 - Fundamentals of Scientific Computing in R
x-list w/ Anthrbio 133, Environ 133
This course provides a comprehensive introduction to scientific computing using the R programming language. The course is tailored for students in the natural and social sciences with little to no programming experience. By the end of the semester, students will have developed a strong foundational understanding of scientific computing and the ability to program in R, for engagement in an increasingly quantitative world.
COMPFOR 150 - The ABC's of Python: Language, Mind, and the Nature of Programming
x-list w/ LING 123
This course is designed for students with little to no background in programming, but a keen interest in language, the human mind, or both. The course will, 1) Introduce the basics of the Python programming language. 2) Demonstrate how to apply programming techniques to human language data. 3) Explore the connection between programming and cognition.
COMPFOR 204 - Creative Coding
A meet-together with w/ PAT 204
An introduction to principles and practices of computer programming for musical applications. Students learn visual, procedural, and object-oriented programming in general-purpose and music-specific languages. Projects address important musical programming concepts including algorithmic composition, real-time interaction, and audio buffer processing. Emphasis is on creative and artistic uses of code.
COMPFOR 221 - Digital Media with Python
Digital media pervade our individual and social lives. Students in this course learn how text, images, sounds, and videos are encoded in digital representations by writing programs in the Python programming language that create and manipulate these media. They will learn to use Python to build loops and use conditionals to manipulate data in array and list formats.
COMPFOR 250 - Alien Anatomy: How ChatGPT Works
x-list w/ LING 321
ChatGPT is not designed or built based on how humans work. It is built on a large language model (LLM) which is wholly alien in comparison. Students will learn how large language models (LLMs) are built and will program sentence recognition and generation, chatbots that use the kinds of rules used in ChatGPT “guardrails,” and teach a machine learning system to recognize gestures.
COMPFOR 325 - Synthesis to Streaming: Music in Digital Culture
For more than six decades, the computer has left its mark on musical culture: for artists working from the dance floor to the concert hall, and in listening practices spanning from the CD to today's streaming services. In this course, we consider the various ways that computing has impacted musical culture (and vice versa) with a combination of historical, critical, and hands-on approaches. (Formerly a COMPFOR 304 topics course in FA24 and WN25)
GSI Class Size Policy:
In accordance with Article VII and Article XVII of the GEO collective bargaining agreement (CBA), GEO requires class size policies for all departments for classes to which GSIs are assigned. The LSA GSI Class Size policy is linked here.
