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I can't tell you whether you'd like data science or machine learning, but I can tell you I took a class in it last year. It was an applied ML class targeting power systems engineers. ML is extremely statistics and probability heavy. I personally found the theory to be very dry, but the application to be rather enjoyable. We used sci-kit learn, which is an interesting Python package targeting academic data science and machine learning. https://scikit-learn.org/
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