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Spring 2026
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5405. Applied Statistics for Data Science

3.00 credits

Prerequisites: Instructor consent and undergraduate course in statistics. Not open to students who have passed STAT 5505 or STAT 5605 or BIST 5505 or BIST 5605.

Grading Basis: Graded

Statistics essential for data science incorporating descriptive statistics; integrative numerical description and visualization of data; graphical methods for determining and comparing distributions of data; data-driven statistical inference of one-sample, two-sample, and k-sample problems; linear regression; non-linear regression; and dependent data models.


Last Refreshed: 06-NOV-25 05.20.12.233343 AM
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Section Class Number Notes Instructor Enrollment Session Instruction Mode
001 8762 Ravishanker, Nalini 9/40 Reg Online Asynchronous