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data science methodolgy - Coggle Diagram

- - - - data collection
        
        data understanding
        
        data preparation
        
        modeling
        
        evaluation
        
        deployment
        
        1 more item...
        
        ,
- - - - build the model
        
        evaluate and critique model
        
        présent résulta and document
        
        depoly mpdel
        
        ,
- - - - formulate hypothesses
        
        develop testable predictions
        
        gather data to test predictions
        
        develop general theories
        
        refine alter expand or reject hypotheses