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studied industrial design and I'm very interested in AI and machine-learning. What would be your suggestions on how to begin to learn to utilize and get involved in the AI and machine-learning without having a background in programming/computer science/software engineering?

Learning a programming language is a start (starting to learn some python), but I don't know really know a path beyond that.