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Hands-on quantum computing for machine learning, built from scratch in NumPy then bridged to PennyLane. 6-week course: qubits & gates, entanglement & CHSH, quantum algorithms (Deutsch–Jozsa, Grover, QFT), variational circuits & VQE, quantum ML classifiers, and quantum kernels.