ALY 6125 — Intermediate Analytics

3 semester hoursGraduateLecture

Explores an end-to-end, data-driven, statistical, and predictive modeling approach with applications and case studies for predictive analytics. Applies all the data and modeling steps in a full modeling cycle, including exploratory data analysis and data cleansing for outlier imputation, data normalization, and commonly applied modeling techniques such as regression models, regularization techniques and model training, validation, testing, and selection.

Prerequisites

• one of:
  • ALY 6115 (min C-)
  • ALY 6010 (min C-)

Unlocks

ALY 6400, ALY 6410, ALY 6430, ALY 6440, ALY 6980

Courses that list ALY 6125 in their prerequisites.

Links

Official catalog (ALY course descriptions) · All ALY courses · Plan it at numap.app