Predictive & Prescriptive Analytics

Analytics Application — Unit 3

Upload CSV:

Upload unit3_demand_analytics.csv.

Records

0

Average Demand

0

Revenue

₱0

Average Promotion

0%

Demand by Branch

Demand by Product

Data Preview

Simple Predictive Model

Multiple linear regression using numeric predictors.

MAE

—

RMSE

—

R²

—

Test Records

—

Promotion Scenario Analysis

Teaching prompt: Identify one pattern, one predictive result, and one recommended action. Discuss assumptions, limitations, privacy, fairness and GEDSI.