This course provides a comprehensive overview of Big Data Analytics and Business Intelligence (BI), teaching students how to leverage large datasets to drive informed business decisions. Topics include Big Data technologies, data collection, cleaning, and preparation, as well as advanced analytics techniques. Learners will explore BI tools, machine learning, and AI applications in data analysis. The course also covers critical areas such as data governance, security, and ethics, along with real-world case studies and industry applications. Hands-on labs allow students to implement concepts in practice, while discussions on emerging trends and challenges keep them up-to-date with the evolving field.