This workshop aims to provide participants with a comprehensive understanding of essential big data tools used for data storage, processing, analysis, and visualization. Through hands-on exercises and real-world use cases, attendees will learn how to leverage tools such as Hadoop, Spark, Kafka, and NoSQL databases to handle large-scale data efficiently. By the end of the session, participants will be equipped with practical skills to implement big data solutions, optimize data workflows, and make data-driven decisions.