Kingsmen Capital Investments seeks to enhance its business strategies through data-driven insights. The project involves cleaning, analyzing, and visualizing key financial and operational datasets to identify trends and improve efficiency. The goal is to support evidence-based decision-making processes by uncovering actionable insights from the data. Learners will apply their classroom knowledge of data analysis and visualization tools to transform raw data into meaningful information. The project will focus on identifying patterns and correlations within the data that can lead to strategic improvements. By the end of the project, learners will have developed a comprehensive understanding of how data can be leveraged to optimize business strategies.

- Clean and preprocess financial and operational datasets.

- Analyze data to identify trends and patterns.

- Visualize data using appropriate tools to highlight key insights.

- Develop evidence-based recommendations for strategic improvements.

The project deliverables will include a comprehensive report summarizing the findings and recommendations. The report should detail the data cleaning and analysis process, key insights, and proposed strategies for optimization. Visualizations should be included to support the findings and recommendations.

- A detailed report with data analysis and recommendations.

- Visualizations that highlight key trends and insights.