Machine Learning Fundamentals - Logistic Regression References

Lesson references

For supplemental reading material on this topic, check out the following resources:

• Assumptions of Logistic Regression Model
• Medium Article on Odds, Probability, Odds Ratios
• Logistic Regression in statsmodels
• Video Introduction to Logistic Regression
• Vanderbilt Introduction to Logistic Regression
• Carnegie Mellon Notes on Logistic Regression, Extension to 3+ Classes
• Derivation of Logistic Regression Coefficients (advanced)
• Blog Post on Why 0% and 100% are not Probabilities