The certificate above verifies that Shaik Shahanoor has successfully completed the guided project Customer Purchase Behavior Analysis using Descriptive Statistics

Guided Project completed by Shaik Shahanoor
Customer Purchase Behavior Analysis using Descriptive Statistics
Analyze transactional data from an online retail store to understand customer spending patterns, product purchase behavior, and segment-wise differences. Apply measures of central tendency, dispersion, correlation, and data visualizations to extract actionable insights for improving marketing strategies, product placement, and promotional offers.
Skills Covered
descriptive statistics
data cleaning
data visualization
correlation analysis
pandas data manipulation
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