What's included

• Comprehensive Data Analysis Report

  A detailed report that includes exploratory data analysis, statistical summaries, and key insights derived from your data. This report will feature visualizations such as histograms, scatter plots, and correlation matrices, along with written interpretations of the findings. It will highlight trends, patterns, and anomalies in your data, providing a solid foundation for data-driven decision-making.

• Predictive Model and Performance Analysis

  Development of a machine learning model tailored to your specific business problem, whether it's classification, regression, or clustering. This deliverable includes the trained model, a detailed explanation of the methodology, feature importance analysis, and model performance metrics. It will also provide visualizations of the model's predictions and its performance on test data, along with recommendations for further improvements or applications.

• Interactive Data Dashboard

  A custom-built, interactive dashboard using tools like Plotly or Dash. This dashboard will allow you to explore your data dynamically, with features such as filters, drill-downs, and real-time updates. It will include a variety of charts and graphs that best represent your data, enabling you to gain insights at a glance and share them easily with stakeholders.