How we navigate data ?
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1.Plan
What are the goals of the project ?
What Stratagies will be needed?
What will be the operational impacts of this plan ? -
2.Analyze
Acquire data from primary and secondary sources.
Clean, reorganize, and transform data for analysis.
Engage in EDA.
Work with stakeholders.
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3.Construct
Build and revise machine learning models.
Uncover relationships in the data.
Apply statistical inferences about data relationships. -
4.Execute
Present finding to internal and external stakeholders.
Consider differing viewpoints.
Present recommendations based on the data.