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RAPIDS + BlazingSQL Workshop

Directory Structure

demos/
Visualization.ipynb Using RAPIDS to process and visualize NYC taxi data
cuDF.ipynb Using cuDF to perform ETL on Seattle parking data
BlazingSQL.ipynb Using BlazingSQL to perform ETL on Seattle parking data
cuML.ipynb Using cuML to build a regressor to predict parking occupancy

Getting Started

  1. Go to the BlazingSQL JupyterLab App
  2. Login to the JupyterLab interface
  3. Open a Terminal
  4. git clone https://github.com/mtjrider/rapids-blazingsql-workshop.git

Workshop Schedule

  1. Visualization demonstration.
  2. RAPIDS overview
  3. Dask overview
  4. Intro to cuDF + BlazingSQL
  5. cuDF hands-on
  6. BlazingSQL hands-on
  7. Intro to cuML
  8. cuML hands-on
  9. Impact and Beyond
  10. Q&A

Authors and presenters

  • Matthew Jones (NVIDIA)
  • Tom Drabas (BlazingSQL)

Greater team

  • Rodrigo Aramburu (BlazingSQL)
  • Jonathan Bentz (NVIDIA)
  • Bradley Palmer (NVIDIA)
  • Ronak Shah (NVIDIA)
  • Brad Rees (NVIDIA)
  • John Zedlewski (NVIDIA)
  • Paul Mahler (NVIDIA)
  • Nick Becker (NVIDIA)
  • Chau Dang (NVIDIA)
  • Joshua Patterson (NVIDIA)
  • Keith Kraus (NVIDIA)
  • Michael Beaumont (NVIDIA)
  • Manuel Reyes Gomez (NVIDIA)

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