murugisilvia294-rgb/CBC-Transition-Readiness-Analysis-Kenya

Education analytics project evaluating CBC implementation readiness across Kenya through infrastructure, staffing, and resource distribution analysis. # 🎓 CBC Transition Readiness Analysis: Evaluating Kenya's Readiness for Competency-Based Curriculum Implementation ## Executive Summary This Business Intelligence project evaluates Kenya's readiness for implementing the Competency-Based Curriculum (CBC) by analyzing institutional capacity, infrastructure, teacher availability, learner-to-teacher ratios, and resource distribution across counties. Using Power BI, Python, and Microsoft Excel, the project transforms education data into interactive dashboards that help policymakers and education stakeholders identify implementation gaps, prioritize resource allocation, and support evidence-based planning. --- # Business Problem The successful implementation of Kenya's Competency-Based Curriculum depends on adequate infrastructure, qualified teachers, learning resources, and institutional preparedness. However, disparities across counties make it difficult for education stakeholders to monitor readiness and allocate resources effectively. Without centralized reporting and interactive analytics, identifying priority areas for intervention becomes challenging. This project addresses that challenge by transforming education data into Business Intelligence dashboards that support strategic planning and policy evaluation. --- # Business Questions This project was designed to answer the following questions: - Which counties demonstrate the highest and lowest CBC implementation readiness? - Where are the largest infrastructure and resource gaps? - How do teacher shortages affect CBC readiness? - Which regions require immediate policy intervention? - How do learner-to-teacher ratios vary across counties? - How can Business Intelligence support evidence-based education planning? --- # Project Objectives - Evaluate county-level readiness for CBC implementation. - Assess infrastructure and learning resource availability. - Analyze teacher capacity and learner-to-teacher ratios. - Identify regional disparities affecting …