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https://github.com/fralfaro/ds-blog-mkdocs

A collection of articles covering topics about programming and education.
https://github.com/fralfaro/ds-blog-mkdocs

blog mkdocs personal-project

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A collection of articles covering topics about programming and education.

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# DS Blog

[![example workflow](https://github.com/fralfaro/portfolio/actions/workflows/documentation.yml/badge.svg)](https://github.com/fralfaro/DS-Blog/actions)
[![documentation](https://img.shields.io/badge/🌐-Blog-blue)](https://fralfaro.github.io/DS-Blog/)

A collection of articles covering topics about programming and education (in spanish and english).

## Posts

## 2023

#### Compartir datos

🐍 Python 📅 Oct 26, 2023 🕒 10 min read

[](https://fralfaro.github.io/DS-Blog/blog/posts/2023/data_sharing.md)
Cómo Compartir Datos de Manera Efectiva (desde el punto de vista estadístico) y no morir en el intento.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2023/data_sharing.md)


#### Documentación

🐍 Python 📅 Oct 07, 2023 🕒 10 min read

[](https://fralfaro.github.io/DS-Blog/blog/posts/2023/art_docs/)
Enteneder los pasos para crear una buena documentación en Python (más algunas recomendaciones).

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2023/art_docs/)



#### Gitlab PDF

:fox_face: Gitlab 📅 Oct 01, 2023 🕒 10 min read

[](https://fralfaro.github.io/DS-Blog/blog/posts/2023/gitlab_pdf/)
Cómo aprovechar GitLab CI/CD para generar archivos PDF utilizando los artefactos de un Pipeline.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2023/gitlab_pdf/)



## 2022

#### Causal Impact

🐍 Python 📅 Oct 15, 2022 🕒 10 min read

[](https://fralfaro.github.io/DS-Blog/blog/posts/2022/2022-10-12-causal_impact)
*CausalImpact* creado por Google estima el impacto de una intervención en una serie temporal.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2022/2022-10-12-causal_impact)



#### Collaborative Filtering

🐍 Python 📅 Oct 12, 2022 🕒 10 min read

[](https://fralfaro.github.io/DS-Blog/blog/posts/2022/2022-10-12-implicit)
*User-based collaborative filtering* para realizar un mejor sistema de recomendación de películas.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2022/2022-10-12-implicit)



#### Test Driven Development

🐍 Python 📅 May 25, 2022 🕒 10 min read

[](https://medium.com/@fralfaro/qu%C3%A9-es-el-test-driven-development-7d45160a5a5a)
Cómo abordar el desarrollo de software para Data Science usando Test Driven Development.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2022/2021-07-15-tdd)



#### Polars

🐍 Python 📅 May 16, 2022 🕒 10 min read

[](https://fralfaro.github.io/ds_blog/python/2022/03/16/polars.html)
Polars es una librería de DataFrames increíblemente rápida y eficiente implementada en Rust.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2022/2022-03-16-polars)




## 2021

#### Impact on Digital Learning

🐍 Python 📅 Aug 31, 2021 🕒 10 min read

[](https://www.kaggle.com/code/faamds/basic-analysis-impact-on-digital-learning)
Competition Solution: LearnPlatform COVID-19 Impact on Digital Learning proposed by Kaggle.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2021/basic-analysis-impact-on-digital-learning)



#### Fastpages

🐍 Python 📅 Aug 20, 2021 🕒 10 min read

[](https://medium.com/@fralfaro/qu%C3%A9-es-el-test-driven-development-7d45160a5a5a)
Fastpages es una plataforma que te permite crear y alojar un blog con Jupyter Notebooks.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2021/2021-08-20-fastpages)



#### Buenas Prácticas

🐍 Python 📅 Aug 15, 2021 🕒 10 min read

[](https://fralfaro.github.io/ds_blog/python/2022/03/16/polars.html)
Consejos que te ayudarán a mejorar tus skills en el desarrollo de software (con Python).

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2021/2021-08-31-buenas_practicas)



#### Jupyter Book

🐍 Python 📅 Aug 11, 2021 🕒 10 min read

[](https://fralfaro.github.io/ds_blog/jupyter/2021/08/11/jb.html)
Jupyter Book es una herramienta para crear documentos mediante Jupyter Notebooks y/o Markdown.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2021/2021-08-11-jb)



#### RISE

🐍 Python 📅 Aug 05, 2021 🕒 10 min read

[](https://fralfaro.github.io/ds_blog/jupyter/2021/08/05/rise.html)
RISE es una extensión a los Jupyter Notebooks que permite transformar
tus notebooks en presentaciones interactivas.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2021/2021-08-05-rise)



#### Jupyter Noteboook

🐍 Python 📅 Aug 31, 2021 🕒 10 min read

[](https://fralfaro.github.io/ds_blog/jupyter/2021/07/31/jupyter.html)
Jupyter Notebook, es un entorno de trabajo interactivo que permite desarrollar código en Python.

[Continue reading ➔](https://fralfaro.github.io/DS-Blog/blog/posts/2021/2021-07-31-jupyter)