Temple University College of Science and Technology 17 courses 16 total credits
Offered by the Department of Computer and Information Sciences, the Certificate in Data Science: Computational Analytics is designed to allow students with strong mathematical and programming backgrounds to develop expertise in big data analytics and machine learning. This certificate is available to all undergraduate students and professional non-degree-seeking students.
| Total Credits | 16 credits |
Prerequisites
| Code | Course Title | Credits |
|---|---|---|
| CIS 1068 or CIS 1968 | Program Design and Abstraction or Honors Program Design and Abstraction | 4 |
| CIS 1166 or CIS 1966 | Mathematical Concepts in Computing I or Honors Mathematical Concepts in Computing I | 4 |
| MATH 1041 or MATH 1941 | Calculus I or Honors Calculus I | 4 |
| MATH 1042 or MATH 1942 | Calculus II or Honors Calculus II | 4 |
| Total Prerequisites | 16 credits | |
Required Courses
| Code | Course Title | Credits |
|---|---|---|
| CIS 2033 | Computational Probability and Statistics | 3 |
| MATH 3031 | Probability Theory | 3 |
| STAT 2103 | Statistical Business Analytics | 4 |
| BIOL 3312 | Biostatistics | 3 |
| CIS 2166 | Mathematical Concepts in Computing II | 4 |
| MATH 2101 | Linear Algebra | 3 |
| MATH 2103 | Linear Algebra with Computer Lab | 4 |
| CIS 3715 | Principles of Data Science | 4 |
| CIS 4526 | Foundations of Machine Learning | 3 |
| Total Required Courses | 13-15 credits | |
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