This FDP has been designed to bridge that gap by providing participants with both foundational understanding and practical skills in Big Data technologies. Through a combination of expert-led lectures and hands-on lab sessions, the course offers a unique opportunity to gain experience in working with real-world tools and platforms. Participants will learn to harness the power of Python for data handling, use Apache Hadoop for distributed computing, and apply Apache Spark for fast and scalable data analytics. The course also introduces cloud-based deployment strategies for Big Data applications.