By experience, I know it is not necessary to be a programmer nor have deep knowledge about complex neural network algorithms in order to design a neural network.
"This tutorial, presented by tutors with deep knowledge and experience both in philosophy and in AI, will introduce a range of philosophical questions relevant to the goals and methodology of AI as science and AI as engineering, ...
Artificial systems mimicking human expertise (Expert Systems, discussed later) are emerging in a variety of fields which constitute narrow but deep knowledge domains. Game playing programs are being written now that challenge the best human experts.
  
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