Colloquium 2024 Accelerating data analytics with RAPIDS cuDF

Pandas, renowned as the go-to library for data manipulation and analysis in Python and widely adopted in machine learning. However, Pandas is slow. With the introduction of NVIDIA cuDF.pandas, the accelerated power of GPUs is integrated into Pandas, enabling faster processing without the need for any code changes. A live demo will showcase this enhancement on clusters.