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inner products or amplitudes in Hilbert space through quantum feature maps. The complexity of the quantum circuit implementing the feature map scales linearly or polylogarithmically with the dataset size. Quantum Kernel with ZZFeatureMaps In this first example, we will use the ZZFeatureMap with