Mastering the cudf.pandas Profiler for GPU Acceleration

Originally published at: Mastering the cudf.pandas Profiler for GPU Acceleration | NVIDIA Technical Blog

In the world of Python data science, pandas has long reigned as the go-to library for intuitive data manipulation and analysis. However, as data volumes grow, CPU-bound pandas workflows can become a bottleneck.  That’s where cuDF and its pandas accelerator mode, cudf.pandas, step in. This mode accelerates operations with GPUs whenever possible, seamlessly falling back…