The Karnaugh map is a method for simplifying Boolean algebra expressions using pattern recognition. It involves arranging variables in a map and grouping cells containing 1s according to rules: groups must contain powers of 2 cells and be as large as possible without including any 0s. This allows determining the minimum sum of products (SOP) expression for simplified implementation using fewer logic gates.