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Repositorio para los entregables de la materia Ética aplicada a la Ciencia de Datos de la Diplo de FAMAF - Universidad Nacional de Córdoba.

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etica_2020's Introduction

Ética aplicada a la Ciencia de datos

Este repositorio contiene ambos trabajos prácticos:

Metodología de documentación de un dataset: contenidos, objetivos y proceso de obtención de datos basado en Toward Mitigating System Bias and Enabling Better Science y Datasheets for Datasets.

En este práctico, elaboramos un Data Statements para el datasetet de la mentoría de Ciencia de datos aplicada al diálogo entre docentes y alumnos.

Tutorial práctico basado en el tutorial Exploring Gender Bias in Word Embeddings (y su notebook) que aplica las herramientas de Responsibly, creado por Shlomi Hod, para mitigar sesgo de género en word embeddings.

Para este práctico elegimos realizar la opción 2, es decir, aplicar mitigación de sesgos sobre word embeddings en inglés para el caso de blanco / negro (whites / blacks).

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