Deadlocks occur when a set of blocked processes each hold resources and wait for resources held by other processes in the set, resulting in a circular wait. The four necessary conditions for deadlock are: mutual exclusion, hold and wait, no preemption, and circular wait. The banker's algorithm is a deadlock avoidance technique that requires processes to declare maximum resource needs upfront. It ensures the system is always in a safe state by delaying resource requests that could lead to an unsafe state where deadlock is possible.