F: Financial Data Science Certificate Courses
You must complete the following courses:
| Course | Credits | Prerequisites | Spring | Fall | Last Offered |
|---|---|---|---|---|---|
| ORIE 5270: Big Data Technologies | 2 | ✔ | 2024 Spring | ||
| At least 1 FDS-Eligible Special Topics Course (ORIE 5252-5257) at CFEM | 2 | Eligibility announced prior to enrollment. | ✔ | 2024 Fall | |
| FDS-Eligible Section of ORIE 5220: Applied Financial Engineering (in NYC) | 5 | Eligibility announced prior to enrollment. | ✔ | 2024 Fall |
In addition, you must take at least 1 of the following courses:
| Course | Credits | Prerequisites | Spring | Fall | Last Offered |
|---|---|---|---|---|---|
| CS 5780: Introduction to Machine Learning | 4 | CS 2800, probability theory (e.g. BTRY 3080, ECON 3130, MATH 4710, ENGRD 2700) and linear algebra (e.g. MATH 2940), calculus (e.g. MATH 1920) and programming proficiency (e.g. CS 2110). | ✔ | 2024 Fall | |
| ECE 5420: Fundamentals of Machine Learning | 4 | ✔ | 2024 Spring | ||
| ORIE 5740: Statistical Data Mining I | 4 | ✔ | 2024 Spring | ||
| ORIE 5741: Learning with Big Messy Data | 4 | ✔ | 2024 Spring | ||
| STSCI 5740: Data Mining and Machine Learning | 4 | CS 1112 or equivalent, MATH 2220, STSCI 3200, STSCI 3080 or MATH 4710. | ✔ | ✔ | 2024 Fall |