Program: Bioinformatics Graduate Certificate - University of South Dakota

Apr 03, 2025

2021-2022 Graduate Catalog

New Program for starting Fall 2022. Approved at April SDBOR meeting.

Program Overview

The 12-credit hour bioinformatics (BIOINF) certificate is offered both on campus and 100% online. It focuses on the use of artificial intelligence (AI) tools for biomedical engineering and biology-related projects. It aims to leverage machine learning and data science tools and techniques for data analysis, decision-making and data visualization by taking big data related to biomedical and healthcare informatics into account.

DELIVERY: On campus | Online

Certificate Requirements - 12 Credit Hours

Category A: Computing (complete 6 credit hours)

CSC 525 - High Performance Computing 3 cr
CSC 542 - Applied Math for Data Science and Machine Learning 3 cr
CSC 586 - Data Mining 3 cr
CSC 588 - Pattern Recognition & Machine Learning 3 cr
CSC 787 - AI in Medical Imaging Informatics 3 cr

Category B: Application (6 credit hours)

BIOL 520 - Introduction to Biostatistics and Computational Biology 3 cr
BIOL 520L - Introduction to Biostatistics and Computational Biology 0 cr
BIOL 575 - Introduction to Molecular Biology 3 cr
BIOL/BME/CPHD 5xx/6xx/7xx/8xx Other graduate level courses (3 cr hrs) with bioinformatics and computational biology content, approved by the department chair of the student’s home department, can be considered.
CPHD 718 - Introduction to Bioinformatics 3 cr OR
BME 718 - Introduction to Bioinformatics 3 cr