Dec 04, 2024

2022-2023 Undergraduate Academic Catalog

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2022-2023 Undergraduate Academic Catalog [ARCHIVED CATALOG]

AI for Emerging Applications Certificate

Coordinator

Dr. Olga Imas
Office: S-356
Phone: (414) 277-2382
Email: imas@msoe.edu

The AI for Emerging Applications certificate is an interdisciplinary sequence of asynchronous course work, combined with a practicum experience that allows students from any major to develop a breadth of skills in the emerging realm of artificial intelligence (AI). Technical foundations will be gained in both AI and an application area, all while emphasizing the importance of human-centered design approaches to create ethically aligned, inclusive, and socially responsible AI. The practicum experience will provide a real-world industry derived project. Students interested in this certificate should consult with the AI for Emerging Applications certificate coordinator to discuss project options and develop an appropriate course plan to provide relevant skills for the project.

For more information, see the certificates policy.

Required Courses (6 credits):

Human-centered Design for AI Applications Sequence

UX 2001 - Human-Centered AI 1 credits ¹
UX 2002 - Intelligent User Interfaces 1 credits ¹
UX 3001 - Communicating with Data 1 credits ¹

Foundations of AI Sequence

CS 4961 - Python for AI 1 credits ²
CS 4962 - Machine Learning Tools 1 credits ²
CS 4963 - Deep Learning and Neural Networks 1 credits ²

Choose one of the following tracks (3 credits):

Medical Imaging AI Application Track

BE 4961 - Introduction to Human Body Systems for Radiological Applications 1 credits ³
BE 4962 - Fundamentals of Medical Imaging 1 credits ³
BE 4963 - Best Practices in Visualization and Labeling of Medical Images 1 credits

General AI Application Track

GE 4961 - General AI Application Introduction 1 credits
GE 4962 - General AI Application Contexts 1 credits
GE 4963 - General AI Application Synthesis 1 credits

Required Practicum (3 credits):

GE 4969 - AI for Emerging Applications Practicum 3 credits

Total: 12 credits

Notes:

¹UX 2001 can be satisfied with TC 3010 and UX 3015 , UX 2002 can be satisfied with UX 2031 , and UX 3001 can be satisfied with UX 3025

²CS 4961 can be satisfied with CS 2300 , CS 4962 can be satisfied with CS 3400 , and CS 4963 can be satisfied with CS 3450

³BE 4961 can be satisfied with (BI 1010 , BI 1020 , BI 1030 , and BI 2040 ) or (BI 2306 and BI 2316 ), and BE 4962 can be satisfied with BE 4205