What's included

• Data Cleaning Report

  A comprehensive report detailing the data cleaning process, including handling of missing values, outliers, and inconsistencies.

• Exploratory Data Analysis (EDA) Summary

  A document summarizing the key findings from the EDA, including distributions, correlations, and potential insights.

• Feature Engineering Documentation

  Detailed documentation of the feature engineering process, including the rationale for feature selection and the creation of new features.

• Model Development Report

  A report outlining the model development process, including model selection, parameter tuning, and validation methods.

• Model Performance Metrics

  A detailed breakdown of the model’s performance metrics, such as accuracy, precision, recall, F1 score, and AUC-ROC.

• Predictive Analysis Report

  A report detailing the results of the predictive analysis, including the most important features and their impact on the prediction.

• Data Visualization Dashboard

  An interactive dashboard displays key data visualizations and insights.

• Final Presentation

  A presentation summarizing the project, key findings, and recommendations.

• Project Code

  The complete, well-documented code for the project.

• Data Dictionary

  A document detailing all the variables used in the project, their definitions, and their roles in the analysis.