All tutorials 10 lessons
Variational & NISQ Algorithms
Hybrid quantum-classical optimization on noisy hardware: PQCs, cost functions, training challenges, and scaling limits.
Learning sequence
Follow the lessons in order.
- 01What are Variational Quantum Algorithms?Intermediate 12 minRead lesson
- 02Parameterized Quantum Circuits (PQC)Intermediate 12 minRead lesson
- 03Cost Functions & Expectation ValuesIntermediate 13 minRead lesson
- 04Optimization Challenges in Variational AlgorithmsIntermediate 14 minRead lesson
- 05Barren Plateaus (Conceptual)Intermediate 12 minRead lesson
- 06Variational Quantum Eigensolver (VQE) – OverviewIntermediate 14 minRead lesson
- 07Ansatz Design for VQEIntermediate 14 minRead lesson
- 08Hamiltonian Measurement in VQEIntermediate 15 minRead lesson
- 09Practical VQE WorkflowIntermediate 14 minRead lesson
- 10Error Mitigation in VQEIntermediate 13 minRead lesson