STAT 301 - Artificial Intelligence-Powered Data Exploration

(3 units)

Prerequisites: GE Foundations and completion of at least 60 units and a grade of “C” or better in SOC 170 or PSY 110 or STAT 108 or STAT 118 or HDEV 190, or consent of instructor.
Applied focus on modern approaches to data preparation, analytics, and visualization of various types of data (e.g., tabular, text). Introduction to predictive modeling approaches from statistical and machine learning perspectives. The data science cycle. Emphasis on big data, statistical foundations of modern methods, coding with Artificial Intelligence and ethical considerations.

Both grading options. Not repeatable for credit.