Linear Regression, Statistics, Machine Learning, Data Science, Technology.
Linear Regression Model Assumtions - Checking Linear Regression Assumtions - Ordinary Least Squares (OLS) - OLS Estimates Properties (Bias, Consistency, Efficiency) - Confidence Interval and Margin of Error - Hypothesis testing - Statistical significance testing - Type I & Type II Errors -