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About me

¡Hola! I'm Bosco, a data scientist (or analyst, depending of the day) currently working in large scale educational assessment for a national government office in México.

My main areas of expertise are psychometrics, data modelling, data visualization and machine learning (supervised and unsupervised); and the fields of education, psychological assessment, bussiness analytics and fintech.

I mainly use R, Python and SQL in my day to day work, with the usual HTML and CSS to makes things look just right.

I'm very interested in creating R resources for spanish speaking people, so most of my repositories are written in spanish with a lot of english sprinkled in (just like this readme!).

Of course, you can send me inquiries in english y también en español.

Repositories

Some useful repositories you can find here are:

  • 📔 Rpubs is a collection of articles in spanish about using R.
  • 📖 R para principiantes is a book, in spanish, for beginners in R.
  • 📦 ineeR is an R package I wrote to simplify working with survey data containing replicated weights (such as PISA).

Publications

Some of my publications as author or co-author are:

  • "Funcionamiento diferencial de los reactivos de EXCALE 03-2010 de Español en estudiantes hablantes de una lengua indígena. Análisis DIF, minería de texto y análisis cualitativo de especificaciones” en “Tendencias de Investigación e Innovación en Evaluación Educativa. Memoria del Simposio”; INEE, 2018.
  • “Los ambientes de enseñanza y aprendizaje: la convivencia escolar” (chapter) in “La educación obligatoria en México. Informe 2018”; INEE, (2018)
  • “Informe de resultados Planea 2015. El aprendizaje de los alumnos de sexto de primaria y tercero de secundaria en México. Lenguaje y Comunicación y Matemáticas”; INEE, 2017.
  • “Oportunidades educativas de niñas, niños y adolescentes con discapacidad” (chapter) in “La educación obligatoria en México. Informe 2017”; INEE, 2017.
  • “El aprendizaje en tercero de secundaria en México. Informe de resultados. EXCALE 09 aplicación 2012 Español Matemáticas Ciencias y Formación Cívica y Ética”; INEE, 2016.

Juan Bosco Mendoza Vega's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

datasciencectacontent icon datasciencectacontent

repository for Community Mentor content related to the Johns Hopkins University Data Science Specialization on Coursera

hal-til-blog icon hal-til-blog

El blog de lo que vamos aprendiendo en HAL mientra vamos desarrollando productos para nuestros clientes y productos propios.

inee-planea icon inee-planea

Funciones para manipular las bases de datos Planea del INEE.

ineer icon ineer

Funciones para analizar las bases de datos de Excale y Planea.

lexicos-nrc-afinn icon lexicos-nrc-afinn

Traducción al español de los léxicos Afinn y NRC para uso en Procesamiento Natural del Lenguaje (NLP)

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