/tutorials_covalent_pydata_2023

Covalent tutorial notebooks and slides for PyData 2023, NYC

Primary LanguageJupyter Notebook

Covalent Tutorials - PyData NYC 2023

Tutorial notebooks for PyData 2023 in New York City, NY.

Covalent Quick Start

  • 1-tutorial-quickstart.ipynb

A bare-minimum example of how to use Covalent to run a simple workflow.

Distributed ML with Covalent and Dask

  • 2-tutorial-remote-dask.ipynb

A triggered Covalent workflow that submits jobs to a remote Dask cluster running on AWS.

Setup Instructions

  • see terraform/tutorial-dask/README.md for instructions.

AI Image Generator for Wikipedia Articles

  • 3-tutorial-llm.ipynb
  • 3-tutorial-llm-covalent-cloud.ipynb

Using Covalent to run a machine learning workflows using AWS Batch.

Setup Instructions

  • Covalent Open Source: see terraform/tutorial-llm/README.md for instructions.
  • Covalent Cloud: no setup required.

🔗 Links