The "Business Analytics for Beginners: Enriching Construction-Based Scenarios" course offers an introductory exploration into business analytics through the lens of the construction industry. Aimed at novices, this course provides foundational knowledge in data analysis, statistical methods, and decision-making processes tailored to the unique challenges and opportunities within the construction sector. Participants will engage with practical case studies and real-world scenarios, learning to apply analytics tools to optimize project management, resource allocation, and risk assessment. By integrating industry-specific examples, the course enhances learners' understanding of how analytics can drive strategic decision-making and improve operational efficiency in construction projects. Through hands-on exercises and interactive modules, attendees will gain the skills necessary to leverage data-driven insights for effective business solutions, preparing them to address the dynamic needs of the construction industry with confidence and competence.