The bakery algorithm is a mutual exclusion algorithm that prevents deadlocks between threads trying to enter a critical section. It assigns each thread a unique identifier number pair (number, id) where numbers are always increasing. A thread enters the critical section only when it has the lowest number/id pair compared to other threads, following a first-come-first-served order. The algorithm uses flags and number pairs to ensure deadlock freedom and FIFO access to the critical section.