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Book List
Essential Math for Data Science
Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
6 Logistic Regression and Classification
Parents
Essential Math for Data Science: Take Control of Your Data with Fundamental Linear Algebra, Probability, and Statistics
Children
Bayes' Theorem and Classification
Class Imbalance
Conclusion
Confusion Matrices
Exercises
Multivariable Logistic Regression
P-Values
Performing Logistic Regression
R-Squared
Reciever Operator Characteristics/Area Under Curve
Train/Tests Splits
Understanding Logistic Regression
Understanding the Log-Odds