Data Science for Business Intelligence
Section outline
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Opened: Thursday, 4 December 2025, 12:00 AMDue: Thursday, 11 December 2025, 12:00 AM
Project Title:
“Data Analytics with Predictive Insights for Business Intelligence”
Project Overview:
The goal is to develop a data-driven BI dashboard while also performing predictive analytics using regression and classification. Students will:
- Analyse historical data that includes sales and customers.
- Build predictive models to forecast sales and classify customers
- Present actionable business insights through dashboards
Learning Objectives:
- Clean, preprocess, and transform business datasets.
- Perform Exploratory Data Analysis (EDA) and data summarization.
- Use pivot tables, charts, and advanced Excel functions.
- Build regression models for sales forecasting.
- Build classification models for customer segmentation.
- Create an interactive dashboard for management reporting.