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The first part of the presentation provides s a brief overview of the present Quantum Technology activities and plans at DESY. The second part will explain Quantum Computing in more detail. In particular, the hybrid quantum/classical variational quantum simulation and the role of noise on present quantum hardware will be discussed. The third part will then give examples for applications with Quantum Machine Learning.