Computer Science, AI Concentration, MS

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The MS in Computer Science degree with the AI concentration provides a broad background in software development and other core disciplines of computer science, along with specialized training in foundational and advanced AI techniques and applications. Graduates of the program are well-prepared for both positions in industry or to continue their studies through a PhD program.

Program Learning Outcomes

The following are the learning outcomes for the MSCS degree at USF:

Understanding of advanced topics in computer science including software engineering, algorithms, artificial intelligence, programming languages, parallel computing, networking, and low-level systems
Ability to design, implement, and debug large-scale software application
Ability to evaluate and understand advanced research from computer science literature
Effective communication and team participation skills with respect to software development

The following are the learning outcomes for the AI concentration:

Explain and analyze standard and advanced AI algorithms. Understand the ethical issues at play in model creation and application.
Apply AI tools to analyze data and create complex AI models. Know of several techniques to address bias and approximate fairness in AI applications.

Major Requirements (36 units)

Students in the CS Bridge program complete the MS in Computer Science program requirements in their second and third years.

A minimum grade of a C- is required for all major courses.

Year 1 (18 units)

The program follows a cohort model during the first year, all students take the following core courses at the same time:

Fall

Spring

Al concentration students must take CS 562 - Foundations of AI

Summer

CS 695 - Practicum Study

Year 2 (18 units)

Students choose from a rotating selection of graduate electives based on their interests and goals. Students develop several large software projects throughout the degree, including a substantial capstone project.

Fall and Spring

CS 690 and 14 additional units including CS 682 or 677 or 663, and two courses from the AI content list.

AI Content

Take at least 2 of the following courses: