What's included

• Data Exploration & Preprocessing Report

  Comprehensive analysis of raw data including cleaning, transformation, and feature engineering steps. The report highlights data insights, trends, and preparation pipelines for modeling.

• Predictive Model Development

  Custom machine learning models for time series classification, forecasting, or anomaly detection. Includes model design, training, validation, and performance evaluation.

• Analytical Insights & Visualization Dashboard

  Interactive visualizations and summary dashboards to communicate key results, model outputs, and decision-making insights using tools such as Python, Plotly, or Power BI.

• Technical Documentation & Recommendations

  Detailed technical documentation including methodology, model performance, reproducibility steps, and actionable recommendations for implementation or improvement.