/K_Mean-clustering-Decision-Tree

👨‍💻👨‍💻 Large amount of customer data has been clustered and establishing predictive model by decision Tree.

Primary LanguageJupyter Notebook

K_Mean-clustering-Decision-Tree

👨‍💻👨‍💻 Large amount of customer data has been clustered and establishing predictive model by decision Tree. Clustering large amount of customers helps to create business model for specific terget audiance. Predictive model creation based on specific customers could be effective for busniess growth and minimize advertsing & marketing cost.

Processures has been performed

Data import

EDA performing

Feature enginiering

Scaling data

Unsupervised learning (K-Mean cluster)

Decission tree model creation

Accuracy score 91%