Quantum algorithms leverage the principles of quantum mechanics to solve problems more efficiently than classical algorithms. The key principles include superposition, allowing a quantum bit (qubit) to be in multiple states simultaneously, and entanglement, enabling qubits that are entangled to be correlated with each other regardless of distance. These principles can drastically reduce the computation time for complex problems.