Tutorial: Speed ML Training with the Intel oneAPI AI Analytics Toolkit - The New Stack

In the last post, I introduced Intel Distribution of Modin and Intel Extension for Scikit-learn, integral parts of the Intel oneAPI AI Analytics Toolkit, and the overall Intel AI Software suite. Let's take a closer look at Modin and Scikit-learn extensions through this tutorial. The objective of this guide is to highlight how Modin and Scikit-learn extensions are a drop-in replacement for stock Pandas and Scikit-learn libraries. You can try this tutorial either in Intel DevCloud or your workstation. For this tutorial, I provisioned an e2-standard-4 VM on Google Compute Engine with 4 vCPUs and 16GB RAM based on the Intel Broadwell platform.