Courses/Analytical Reasoning/Regression Analysis for Decision Making
Intermediate6 lessons • 5h 20m

Regression Analysis for Decision Making

Predict outcomes and identify drivers. Build and interpret regression models for business applications.

Regression is the workhorse of business analytics. This course teaches you to build, interpret, and apply regression models to real business problems. From sales forecasting to price elasticity, you'll develop the skills to quantify relationships and make predictions.
Your Progress0%
Skills you'll master:
Linear RegressionModel InterpretationPredictionModel Diagnostics
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⚠️ Prerequisites

Syllabus

0 of 6 lessons complete
1
The Logic of Regression
📖Reading•35m
2
Building Your First Model
💻Interactive Lab•50m
3
Interpreting Coefficients
📖Reading•40m
4
Multiple Regression
💻Interactive Lab•55m
5
Model Diagnostics and Improvement
💻Interactive Lab•50m
6
Case: Predicting Customer Churn
📊Case Study•90m