At this time, our Interdisciplinary Data Science master’s degree program is only available on FSU’s Tallahassee campus.
18 Credits of Core Courses Required. All Data Science students must take the following Core Courses:
| Credit Hours |
Course No. |
Course Title |
|---|---|---|
| 3 | MAP 5196 | Mathematics for Data Science |
| 3 | CAP 5768 | Introduction to Data Science |
| 3 | STA 5207 | Applied Regression Methods |
| 3 | STA 5635 | Machine Learning |
| 3 | CAP 5771 | Data Mining |
| 2 | PHI 5699 | Data Ethics |
| 1 | STA 5910 | Professional Development Seminar |
6 Credits (or more) Scientific Computing Electives Required.
| Credit Hours |
Course No. |
Course Title |
|---|---|---|
| 3 | ISC 5228 | Monte-Carlo Methods |
| 3 | ISC 5307 | Scientific Visualization |
| 3 | ISC 5305 | Scientific Programming |
| 4 | ISC 5315 | Applied Computational Science I |
| 3 | ISC 5318 | High-Performance Computing |
| 3 | ISC 5XXX | Cloud Computing |
| 3 | ISC 5XXX | Computational Probabilistic Modeling |
| 3 | ISC 5XXX | Data Science for Health |
| 3 | ISC 5XXX | Neural Differential Equations |
6 Credits (or more) Free Electives offered by the participating IDS degree programs:
Computer Science
Data Science Electives
Mathematics
Data Science Electives
Scientific Computing
Data Science Electives
Statistics
Data Science Electives
Example course mapping for a three-semester degree:
| Fall Year 1 |
Spring Year 1 |
Fall Year 2 |
|---|---|---|
| [ Core Course ] Mathematics for Data Science (3 credits) MAP 5196 |
[ Core Course ] Machine Learning (3 credits) STA 5635 |
[ Elective ] Scientific Visualization (3 credits) ISC 5307 |
| [ Core Course ] Introduction to Data Science (3 credits) CAP 5768 |
[ Core Course ] Applied Regression Methods (3 credits) STA 5207 |
[ Elective ] Applied Computational Science I (4 credits) ISC 5315 |
| [ Core Course ] Data Mining (3 credits) CAP 5771 |
[ Core Course ] Data Ethics (2 credits) PHI 5699 |
[ Elective ] Monte Carlo Methods (3 credits) ISC 5228 |
| [ Core Course ] Professional Development (1 credit) STA 5910 |
[ Elective ] High-Performance Computing (3 credits) ISC 5318 |
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