L01Fundamentals
Quantum Computing Foundations
Linear algebra refreshers, qubits, superposition, entanglement, measurement, and your first quantum circuits.
- •Classical vs quantum information
- •Gates, Bloch sphere, and measurement
- •Hello Quantum with Qiskit
- •Mini project: coin-flip & Bell states
L02Intermediate
Algorithms & Applications
Core algorithm families and how to map real problems onto quantum-inspired and near-term quantum workflows.
- •Deutsch-Jozsa, Grover, and variational methods
- •Noise, decoherence, and error mitigation basics
- •Hybrid classical-quantum pipelines
- •Case study: optimization for logistics
L03Advanced
Research & Systems Track
Deeper work for students preparing research posters, theses, or industry prototypes in applied quantum domains.
- •Quantum chemistry and simulation primers
- •Quantum machine learning survey
- •Benchmarking and reproducibility practices
- •Capstone proposal lab