The main purpose of utilizing cloud resources for big data processing is to provide *scalability* and *flexibility*. With cloud computing, organizations can handle vast amounts of data without the need for a substantial upfront investment in physical infrastructure. They can scale resources up or down based on demand, ensuring efficiency and cost-effectiveness. Additionally, cloud environments offer various tools and services that facilitate data storage, analysis, and visualization, significantly enhancing the speed and efficiency of big data operations.