RAPIDS Workshop – 4 Nov

DETAILS In this workshop, you get familiar with RAPIDS which runs on Python with pandas/scikit-learn-like API and you experience the speed-up it provides. We will also use GPU accelerated Xgboost to do Leave One Feature Out Importance in a reasonable time. Prerequisites: Create a Kaggle account for accessing the data and notebooks PREREQUISITES Create a Kaggle account for using Kaggle Notebooks OR Install RAPIDS on a machine with GPU (https://rapids.ai/start.html) PROGRAM 13:00: Introduction 13:05: Hands-on Tabular Data Example: Convert an end-to-end Machine Learning Pipeline on CPU to GPU and get 100x speed-up. 13:50: Q&A