Predicting Red Hat Business Value

Hi All I am new to data science and competitions. Need help .1. What do we do with missing data 2. Should we change the Logical values True and False to Binary 0 and 1 3. Should we convert char_38 to dummy variables 4. Will the date of transactions play a role in modeling I thought i will try out with what I know best – Logistic Regression. Please let me know your thoughts.

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