From 0 to Prediction
Ideas:
1 - Collaboratively build a roadmap guiding the data analysis procedures and steps from zero to prediction.
2 - It should be like a checklist with the "best-practices" steps to be taken or avoided
3 - It should say 5W2H for each step (What to do, Why do it, When will do, Where, How, How much)
4 - For each step, suggest related tools, methods, lectures, researches, etc... that will help complete that step
Structure [ Processes > Procedures > Steps ]
Major Processes: 1 - Getting and Cleaning 2 - Exploratory Data Analysis 3 - Building Statistical Model
Measures:
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Uncertainty
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Noise
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Errors rate