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No prior programming knowledge is needed to start rookie machine learning courses, but getting some foundational knowledge in programming (Particularly Python) can be very beneficial. The curriculum is structured to support learners at all concentrations:Study to produce strong machine learning algorithms with Python and R from data science profess