E-commerce Customer Purchase Prediction

E-commerce Customer Purchase Prediction

22 devlogs
25h 53m

working for athena

Timeline

Model Deployment Preparation and Final Recommendations

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working on model deployment

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Model Interpretability with SHAP and LIME

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Model interpretability graph

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Learning Curves and Model Diagnosis

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learning curve graph

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Model Robustness and Cross-Validation Analysis

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Model robustness analysis

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Ensemble Methods and Model Stacking

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Feature Importance and Model Interpretability

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Model Evaluation and Comparison

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Reduced Runtime and Increased Accuracy

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Model Training and Hyperparameter Optimization

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Model Definition and Hyperparameter Grids

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Preprocessing Pipeline Setup , Feature Selection and Dimensionality Analysis

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Feature Engineering and Exploratory Data Analysis Dashboard

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data analysis graphs

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Distribution Analysis , Correlation Analysis , Statistical Significance Testing

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Data distribution graph to understand the data

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Data Overview , Data Quality Assessment

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data statistics

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Initial notebook structure with basic imports

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