This blog will introduce how to execute PySpark and Scala at scale from notebooks in OCI along with best practices to efficiently process that data. In the ever-evolving landscape of technology, the synergy between powerful data processing, collaborative analysis, and cloud computing has become a cornerstone for innovation. This blog explores the integration of notebooks commonly used for data science and big data on Oracle Cloud Infrastructure (OCI).