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[D] How models are actually used in practice?

I don’t have a lot of experience in industry and I would really like to hear from people with practical experience how things are done in practice. Not experimentation, but actual usage of models. Anything from classification to regression, I just want to hear from people who use these things from day to day.

Also, are there books which discuss case studies of models that made it into production? I’m looking to move on beyond the “regressing housing prices” examples into actual real-world examples of models. Maybe a book or an article which discusses these. Thanks!

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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.