Quantum coherence is crucial because it allows qubits to maintain their quantum state over time, which is necessary for performing complex quantum computations. Nanotechnology aids in enhancing quantum coherence by minimizing environmental disturbances and quantum decoherence through advanced materials and nanoscale engineering.