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What You'll Learn
Concepts:
Mathematics for nonmathematicians (engineering, social sciences, etc.)
Simple Linear Regression: An Easy and Clear Beginner’s Guide
General applied mathematics
Multiple Linear Regression: An Easy and Clear Beginner’s Guide
Logistic Regression Model Interpretation in Binary Classification Analysis
Logistic Regression Odds Ratios in Statistics using Medication and Age Data
Multicollinearity in Regression Models
Dummy Variables in Regression Analysis using Female and Male Categories to Represent Gender Variable
ROC Curve and AUC Value in Binary Classification Models