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George Aboagye Kwansa Jnr's Projects

alllife-bank-customer-segmentation-unsupervised-learning icon alllife-bank-customer-segmentation-unsupervised-learning

Identify different segments in the existing customer, based on their spending patterns as well as past interaction with the bank, using clustering algorithms, and provide recommendations to the bank on how to better market to and service these customers.

credit-card-churn-prediction-and-pipeline- icon credit-card-churn-prediction-and-pipeline-

Using different Machine Learning Models,oversampling,undersampling and Hyperparameter Tuning to predict if a customer will stop using a credit card in the future based on records from existing customers. We create a Pipeline after choosing the best Model

exploratory-data-analysis icon exploratory-data-analysis

A few projects on intermediate python, data analysis and manipulation with Pandas and matplotlib and Seaborn

machine-learning-projects icon machine-learning-projects

A few projects on Machine learning Models including Logistic Regression,DecisionTree with PostPruning and PrePruning and Linear Regression in various fields such as Banking and etc.

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