RAPIDS: GPU Accelerated Data Science

November 3, 2020 – 1:00 pm

RAPIDS is an open-source software that accelerates the whole Data Science Pipeline from Data Preparation/Visualization to Machine Learning on GPU. 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.

Hosted by

Ahmet Erdem Kaggle Grandmaster NVIDIA

Details

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