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By Arnuld OnData, Industrial Software Developer turned Data Scientist. There is one thing you need to focus on first: how much math for data science. Learning Statistics was very confusing. I could not connect different parts of the topics. I took a STAT100 from Penn State online (a week), and I still could not remember anything.