Programs, Degrees & Certificates

• Undergraduate Major – Data Science (joint with CS)
• Undergraduate Major – Statistics
• Undergraduate Minor – Data Science (joint with CS)
• Master of Data Analytics (joint with DAIS)
• Data Science Certificate (joint with CS)
• MS in Data Science (joint with CS)
• MS in Statistics
• Machine Learning PBC
• PhD in Statistics and Data Science

• STAT 5100 – Modern Regression Methods
• STAT 5645/6645 – Mathematical Methods for Data Science
• STAT 5650/6650 – Applied Machine Learning and Multivariate Statistics
• STAT 5685/6685 – Deep Learning Theory and Applications
• STAT 6100 – Advanced Regression Analysis
• DSAI/STAT 5655/6655 – Machine Learning
• DSAI 2275 – Linear Algebra for Data Science
• DSAI 5060/6060 – Python for Data Science

• Undergraduate Major – Data Science (joint with Math & Stat)
• Undergraduate Major – Computer Science
• Undergraduate Minor – Data Science (joint with Math & Stat)
• Undergraduate Minor – Computer Science
• Data Science Certificate (joint with Math & Stat)
• MS in Data Science (joint with Math & Stat)
• MS in Computer Science
• PhD in Computer Science

• CS 4320 – Introduction to Machine Learning
• CS 5060 – Decision Making: Algorithms Under Uncertainty
• CS 5080/6080 – Time Series Data Mining
• CS 5510/6510 – Robot Intelligence
• CS 5600/6600 – Intelligent Systems
• CS 5640/6640 – Artificial Neural Networks
• CS 5665 – Introduction to Data Science

• Undergraduate Major - Data Analytics 
• Undergraduate Minor – Data Analytics 
• Master of Data Analytics (joint with Math & Stat)
• Data Analytics Certificate
• Data Engineering PBC
• Data Technologies PBC

• DATA 3300 – Intro to Modern Data Analytics
• DATA 5600 – Intro to Regression and Machine Learning
• DATA 5610/6610 – Deep Learning
• DATA 5420/6420 – Text Mining
• DATA 5630/6630 – Deep Forecasting
• DATA 5570/6570 – Building Software with AI

AI Degrees & Certificates

• AI and Writing Certificate

AI Course Offerings

• ENGL 2160 – AI and Writing: Cultural and Historical Perspectives
• FREN 3090 Intermediate Written Communication (CI)
• FREN 4090 Advanced Written Communication (CI)
• FREN 3060 France Today
• FREN 4060 French Conversation
• LANG 3120 Introduction to English Language Assessment
• LING 6520 Technology and Language Teaching
• PHIL 1120 – Social Ethics
• PHIL 1130 – Brave New World
• PHIL 4410 – Philosophy of the Mind
• PHIL/CAI 5400 – Ethics and Emerging Technology
• PORT3040 Advanced Portuguese Grammar and Composition
• PORT3540 Introduction to Translation Studies in Portuguese