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In my previous post, I was talking about the past and especially what I did the last year. While I am not the guy who celebrates new years eve too much, I do like the beginning of a new year, as January has a much slower pace as December, giving me time to think about what I want to achieve in the new year. My personal goals are to become a better data scientist. I like this picture about Data Science found on the Wikipedia Article . I could improve myself in any of the fields. Wikipedia: Data Science In some of the fields I will naturally improve myself doing projects with customers (e.g. domain expertise), others may require self-study (should not have slept in math and statistics classes... ). While I'm practicing data science every day, I think it is good to sometimes take a step backwards and learn more about the theory behind it, especially when there is a lot going on in areas like machine learning and predictive analytics. Applying these algorithms requires to ...