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Explore the intersection of quantum computing and machine learning in this 45-minute lecture by Iordanis Kerenidis from the University of Paris and QC-Ware. Delve into the potential of quantum machine learning algorithms in the Noisy Intermediate-Scale Quantum (NISQ) era, examining how these emerging technologies can provide advantages over classical methods. Gain insights into the challenges and opportunities presented by current quantum hardware limitations and discover cutting-edge research in this rapidly evolving field.