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Correlation and Regression for The Curious
Introduction
Welcome to The Course (2:25)
Are You Ready?
Meet Your Friends
📂 Download Files
📝 Quiz - Introduction
Warm Up with Theory
The Data (2:00)
The Age Before Correlation (1:46)
The Birth of Correlation (3:04)
The Inventors of Regression (1:42)
A Primer to Linear Regression (2:14)
Least Squares Error (2:31)
R-Squared (2:07)
Geek Mode - R Squared Calculation (3:40)
📝 Quiz - Warm Up with Theory
Let's Do The Work
📒 Spreadsheets Functions
Correlation Coefficient (3:29)
Correlation Matrix (1:29)
Correlation Test (1:43)
📝 Quiz - Correlation
📒 READ ME
Basic Models (1:36)
Simple Linear Regression (2:36)
How to Compute R-Squared (2:16)
Multiple Linear Regression (2:31)
How to Read Regression Coefficients (1:52)
Model Prediction (1:31)
📝 Quiz - Regression
Full Regression Result
Analysis Toolpak (1:40)
Reading Full Regression Results (2:48)
📒 READ ME - Why 5%
Correlation Does Not Imply Causation (2:06)
Other Types of Regression (2:08)
📝 Quiz - Full Regression Result
Graduation
❤️ Your Feedback is A Gift (1:46)
The Take-Home Cheat Sheets
📝 Final Exam
Correlation Does Not Imply Causation
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