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A 3-minute video describing the role of problem types and machinelearning.
As problems become hyper-complex and the learning of knowledge is based on a synthesis of billions of cases, humans can not deal with solving complex problems this complex world.
Progressively human expertise needs to be replaced by machine intelligence and machine expertise, as the world becomes more instantaneous, uncertain, complex and continuous. This machine expertise needs to based on soft computing and derived through machine learning – manual programming is too error prone and slow.
Human experience can only be used to monitor and critique sampled solutions, using their common-sense to highlight issues in the machine behaviour.
Inferz Machine Learning: Problem types
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