Data Science Blogs

Data Science Blogs#

This page contains a list of blog posts related to AMD’s data science offerings. Please see the ROCm Blogs page for blogs related to all AMD and ROCm™ products.

hipDF Blogs

CuPy and hipDF on AMD: The basics and beyond.

Learn how to deploy CuPy and hipDF on AMD GPUs. See their high-performance computing advantages, and use CuPy and hipDF in a detailed example of an investment portfolio allocation optimization using the Markowitz model.

DataFrame Acceleration: hipDF and hipDF.pandas on AMD GPUs.

This blog post demonstrates how hipDF significantly enhances and accelerates data manipulation, aggregation, and transformation tasks on AMD hardware using ROCm.