Programming Languages & Techniques (PL): Programming Languages & Techniques or Introduction to Software Development
Linear Algebra OR Computational Linear Algebra
If students have taken these courses as part of another program, the requirement may be waived.
For Accelerated Masters, the programming requirement can be waived with successful completion of a B+ or higher in CIS 1200. The linear algebra requirement can be waived with a B+ or higher in Math 3120. The Stats requirement can be waived with a B+ or higher in Stat 4310. A student may also waive Foundation requirements with any other relevant course after getting department approval.
Statistics for Data Science
Big Data Analytics: Big Data Analytics
Mining and Learning: Intro to Machine Learning or Machine Learning or Modern Data Mining or Data-driven Modeling and Probabilistic Scientific Computingor Data Mining: Learning from Massive Datasets
- 技术和深度领域选修课(学生必须从下面列出的至少 3 个类别中选择课程
)
· TitleThesis/Practicum（二选一）
· Biomedicine
Brain-Computer Interfaces
Network Neuroscience
AI II: Introduction to Machine Learning and Health Language Processing
AI III: Advanced Methods and Health Applications in Machine Learning
Introduction to Computational Biology and Biological Modeling
Biomedical Image Analysis
Theoretical and Computational Neuroscience
· Social/Network Science
Ethical Algorithm Design
Econometrics I- Fundamentals
Econometrics III: Advanced Techniques of Cross-Section Econometrics
Econometrics IV: Advanced Techniques of Time-Series Econometrics
Applied Probability Models in Marketing
