Quantum computing, relying on qubits, transforms data processing with applications in cryptography, healthcare, materials science, and AI. Quantum-resistant encryption addresses security concerns, while drug discovery benefits from accelerated processes. In finance, quantum computing revolutionizes risk assessment and portfolio optimization, providing faster and more accurate financial analysis. Quantum computing enhances efficiency and accuracy in AI and ML tasks, such as pattern recognition and predictive analytics.