RAPIDS

GPU-accelerated data science and data engineering with RAPIDS.

Lab outcome

Show a before/after CPU vs GPU runtime comparison for one data pipeline.

  1. 01

    Overview

    What RAPIDS accelerates (cuDF, cuML, cuGraph) and where it fits next to Spark.

    Coming soon
  2. 02

    cuDF

    Run a pandas-style data prep job on GPU and compare runtime with CPU.

    Coming soon
  3. 03

    RAPIDS Accelerator for Apache Spark

    Run a Spark job on GPUs in OpenShift.

    Coming soon
  4. 04

    cuML

    Train a classic ML model (e.g. XGBoost or random forest) on GPU.

    Coming soon