Real-time Data Pipeline for Enhanced Learning Analytics

As a forward-thinking SME in the Educational Technology industry, we are committed to providing cutting-edge solutions to improve educational outcomes. We have identified a critical need to enhance our current data infrastructure to support real-time analytics for our learning management platform. This project involves designing and implementing a real-time data pipeline that integrates various data sources, including student interactions, learning content usage, and assessment results. The key objectives are to use Apache Kafka for event streaming, Spark for real-time data processing, and Snowflake for scalable data storage and querying. By doing so, we aim to provide educators and administrators with immediate insights into student engagement and performance, enabling timely interventions and personalized learning experiences. We expect the project to have a substantial impact on our ability to deliver value to educational institutions, ultimately enhancing student success.