LSET’s Applied Quantum Computing for Finance, AI, and Cryptography course introduces you to practical quantum computing concepts and tools. The course is structured to give you hands-on experience with quantum algorithms, quantum machine learning, and quantum-secure solutions, helping you explore real-world use cases in finance, AI, and cyber security.
Technologies Covered in This Course
Qiskit is an open-source SDK for working with quantum computers at the level of circuits, algorithms, and error correction. It allows you to build and execute quantum programs on simulators and real devices.
PennyLane is a library for quantum machine learning, differentiable programming, and hybrid quantum–classical optimisation. It enables the development of QML models for finance and AI tasks.
TensorFlow Quantum integrates quantum computing into the TensorFlow ecosystem. It supports building hybrid classical-quantum neural networks for advanced pattern recognition.
IBM Quantum Experience is a cloud platform for running quantum experiments on real quantum hardware, allowing hands-on experience with current quantum machines.
Azure Quantum is a full-stack cloud ecosystem that enables access to multiple quantum hardware and software tools for developing scalable quantum solutions.
Grover’s Algorithm is a quantum search algorithm that provides a significant speedup over classical search, useful for solving optimisation and cryptographic challenges.
Shor’s Algorithm is a quantum algorithm that efficiently factors large integers, demonstrating the potential impact of quantum computing on cryptography and data security.
Quantum Key Distribution (QKD) is a secure communication method that uses the principles of quantum mechanics to exchange cryptographic keys with provable security.
Quantum Annealing is a heuristic optimisation technique that solves complex financial and logistics problems by leveraging quantum effects to quickly find optimal solutions.
Post-Quantum Cryptography (PQC) refers to cryptographic algorithms designed to be secure against quantum attacks, ensuring data safety in the quantum era.
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