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prepare the quantum state representations of the data. The quantum kernel estimation step utilizes Qiskit primitives and algorithms for optimizing the quantum kernel’s parameters using a quantum kernel trained (QKT) and an optimizer. Let’s code. # Import necessary libraries for data manipulation,