Do machines learn like humans?

AI plays an increasingly important role in a wide range of applications such as industrial automation, medical diagnostics, automated driving or smart household appliances. Machine learning is concerned with automatically finding patterns in data so that these patterns can be used to process new data. Recent breakthroughs, such as in generating natural language text or predicting the 3D structure of proteins, rely on machine learning. It will be shown how the technique of machine learning works and where the similarities but also differences to human learning lie. In addition, some challenges in the practical use of machine learning methods, such as the lack of traceability of the results, are highlighted and possible solutions are presented.

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