date_range Inicia em 7 de julho de 2015
event_note Termina em 11 de setembro de 2015
list 10 sequencias
assignment Nível: Introdutório
chat_bubble_outline Idioma: Inglês
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Informações principais

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Sobre o conteúdo

This course will cover the theory and the fundamentals of the emerging science of Sabermetrics. We will discuss the game of baseball, not through consensus or a fan’s conventional wisdom, but by searching for objective knowledge in baseball performance. These and other areas of sabermetrics will be analyzed and better understood with current and historical baseball data. 

The course also serves as applied introduction to the basics of data science, an emerging field of scholarship, that requires skills in computation, statistics, and communicating results of analyses. Using baseball data, the basics of statistical regression, the R Language, and SQL will be covered.

This course was successfully taught on the edX platform as a MOOC in 2014. This course has also been successfully taught at the Experimental College at Tufts University since 2004.  Many of its former students have gone on to careers writing about baseball and working in various MLB baseball operations and analytics departments.

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Programa de estudos

  • The basics of data science, and how it applies to the study of baseball
  • Fundamentals of R and SQL programming languages
  • How to compute and communicate statistical analysis of baseball data
  • The history of baseball analytics and sabermetrics as a field of inquiry

 

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Criador do conteúdo

Boston University
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Plataforma

EdX est une plateforme d'apprentissage en ligne (dite FLOT ou MOOC). Elle héberge et met gratuitement à disposition des cours en ligne de niveau universitaire à travers le monde entier. Elle mène également des recherches sur l'apprentissage en ligne et la façon dont les utilisateurs utilisent celle-ci. Elle est à but non lucratif et la plateforme utilise un logiciel open source.

EdX a été fondée par le Massachusetts Institute of Technology et par l'université Harvard en mai 2012. En 2014, environ 50 écoles, associations et organisations internationales offrent ou projettent d'offrir des cours sur EdX. En juillet 2014, elle avait plus de 2,5 millions d'utilisateurs suivant plus de 200 cours en ligne.

Les deux universités américaines qui financent la plateforme ont investi 60 millions USD dans son développement. La plateforme France Université Numérique utilise la technologie openedX, supportée par Google.

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