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Just getting started with customer data
Entering new segments or regions
Have customer data to analyze
Multiple teams using customer data
New to data analysis
Comfortable with Excel/basic tools
SQL, Python, or R experience
Leading technical teams
Understand core concepts
Enhance current capabilities
Deploy sophisticated solutions
Expand successful programs