https://github.com/agnostiqhq/tutorials_covalent_pydata_2023
Covalent tutorial notebooks and slides for PyData 2023, NYC
https://github.com/agnostiqhq/tutorials_covalent_pydata_2023
ai aws covalent data-science gena hpc llm ml pydata pydata-nyc
Last synced: 5 months ago
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Covalent tutorial notebooks and slides for PyData 2023, NYC
- Host: GitHub
- URL: https://github.com/agnostiqhq/tutorials_covalent_pydata_2023
- Owner: AgnostiqHQ
- Archived: true
- Created: 2023-10-27T14:32:54.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2023-12-20T21:12:51.000Z (almost 2 years ago)
- Last Synced: 2025-03-25T07:01:50.077Z (7 months ago)
- Topics: ai, aws, covalent, data-science, gena, hpc, llm, ml, pydata, pydata-nyc
- Language: Jupyter Notebook
- Homepage: https://docs.covalent.xyz/docs/
- Size: 12.4 MB
- Stars: 9
- Watchers: 7
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
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README
# 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
- 🌟 [Covalent GitHub](https://github.com/AgnostiqHQ/covalent)
- 📚 [Covalent Documentation](https://docs.covalent.xyz)
- ✍️ [Covalent Blogs](https://www.covalent.xyz/blog/)
- [Simplifying generative AI workflows with Covalent and Streamlit](https://blog.streamlit.io/simplifying-generative-ai-workflows/)
- [Improving Chest X-ray Pneumonia Detection with Federated Learning and Covalent](https://medium.com/@filip_98594/improving-chest-x-ray-pneumonia-detection-with-federated-learning-and-covalent-ff60eef7946c)