.. _healthcare:

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Healthcare
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Mining literature on COVID-19
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Coronaviruses have been around for decades but few to none such deadly and easily spreading as the COVID-19 thus far. 
In the 1st half of 2020, Allen Institute for AI (AI2) and a consortium of research institutes along with the 
White House curated a corpus of scientific papers on coronaviruses published since 19th century and offered a Kaggle 
competition to analyze it and answer some questions about different aspects of the virus, like how it spreads, or 
how it affects living organisms.

**Notebooks:**

- **Data exploration:** `1_DataExploration.ipynb <https://github.com/BlazingDB/Welcome_to_BlazingSQL_Notebooks/blob/master/webinars/covid/1_DataExploration.ipynb>`_
- **Building vocabulary:** `2_ReadAndProcessJSON.ipynb <https://github.com/BlazingDB/Welcome_to_BlazingSQL_Notebooks/blob/master/webinars/covid/2_ReadAndProcessJSON.ipynb>`_

**Recordings:**

- **English:** `GPU-Accelerated Data Science: NLP on Corpus of Coronaviruses Scientific Literature with RAPIDS <https://www.youtube.com/watch?v=OoUiEau16Xo&t=393s>`_
- **Spanish:** `Ciencia de Datos Acelerada con GPUs: Procesamiento en Lenguaje Natural (NLP) con GPUs sobre documentos de investigación del Coronavirus <https://www.youtube.com/watch?v=V04ODqpodRc>`_

**Blogs**

- Introducing series: `https://towardsdatascience.com/building-an-understanding-of-viruses-by-mining-covid-19-scientific-corpus-bdd7427d6a8a <https://towardsdatascience.com/building-an-understanding-of-viruses-by-mining-covid-19-scientific-corpus-bdd7427d6a8a>`_
- Building an understanding of viruses by mining COVID-19 scientific corpus?: `https://towardsdatascience.com/building-an-understanding-of-viruses-by-mining-covid-19-scientific-corpus-f1d27c33b48 <https://towardsdatascience.com/building-an-understanding-of-viruses-by-mining-covid-19-scientific-corpus-f1d27c33b48>`_


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