Here are some great materials for Logistic Regression with focus in the maximum likelihood estimation of the model

Slides from Learning From Data

An Introduction to Logistic Regression: From Basic Concepts to Interpretation with Particular Attention to Nursing Domain

Algorithms for maximum likelihood logistic regression