Note Broad foundation across concepts, algorithms, hardware, software, QML, QEC, and applications.

Note QSVT, block encodings, Hamiltonian simulation, amplitude estimation, QLSA, and resource counts.

Note Code-heavy software stack: synthesis, transpilation, routing, OpenQASM/QIR, checks, and tooling.

Note QEC and FTQC: stabilizer/LDPC codes, decoders, magic states, lattice surgery, thresholds, resources.

Note Device physics across qubit modalities, coherence, noise, control, packaging, cryogenics, and scaling.

Note NISQ validation: mitigation, tomography, RB/XEB, readout correction, sampling overheads, and workflows.

Note Chemistry/materials simulation: fermion encodings, VQE/QPE, dynamics, active spaces, workflows.

Note QAOA, annealing, AQC, QUBO/Ising mappings, finance Monte Carlo, and advantage analysis.

Note Hands-on QML models: encodings, kernels, QNNs, generative/deep QML, training loops, baselines.

Note QML limits and proofs: trainability, expressivity, generalization, shadows, sample complexity.

Note Classical ML/RL/LLMs for decoders, control, tomography, neural states, compilation, and agents.

Note Channels, entropies, entanglement, capacities, BQP/QMA, Hamiltonian complexity, advantage.

Note CV, bosonic, and photonic computing: Gaussian formalism, GKP/cat/binomial codes, architectures.

Note Anyons, braiding/fusion, Majorana modes, Kitaev models, toric-code phases, and experiments.

Note Entanglement distribution, repeaters, memories, transduction, quantum internet, modular QC.

Note QFI, Cramer-Rao bounds, SQL vs Heisenberg limits, clocks, magnetometry, interferometry, sensing.

Note QKD, QRNG, device-independent security, quantum hacking, NIST PQC, crypto-agile migration.