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Radisha Fanni Sianti's Projects

digital-user-churn-analysis icon digital-user-churn-analysis

Analyzing customer behavior, determine primary keys and ERD, visualize insights with dashboards and present business strategy recommendations.

machine-learning-project-using-arima-and-k-means icon machine-learning-project-using-arima-and-k-means

This project has two primary goals. First, it aims to improve inventory management by using the ARIMA model for accurate daily sales quantity forecasts. Second, it seeks to enhance customer engagement by applying the K-Means model to segment customers and personalize marketing strategies.

predict-customer-personality-by-using-k-means icon predict-customer-personality-by-using-k-means

Analyzing historical data from past marketing campaigns helps identify customer patterns, preferences, and trends. This insight leads to effective cluster prediction models, grouping customers based on characteristics for more personalized strategies.

sql-fundamentals icon sql-fundamentals

Summary of SQL queries consisting of simple queries, basic queries and complex queries

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