BIHUB PATH

Certificate in Physical Data Analysis with R for Sport Scientists

€ 625

4 monthly payments of € 156,25

Mais informação
Inicia
Coming soon
Duração
4 months
Nível
Advanced
Dedicação
6/8 hs por semana
MODALIDADE
Online-based
Ministrado em
Spanish

PROFESSORES ESPECIALISTAS

Profesor
David Pajón
Houston Astros Performance Science Analyst.
Profesor

CERTIFICADO

Barça Innovation Hub - Universitas

The analysis of physical performance data has seen remarkable growth and importance in recent years in professional sports clubs and organizations. The use of programming languages like R has been crucial for processing large volumes of data from various sources (GPS, force platforms, questionnaires, accelerometers, among others).

The information resulting from these analyses has a significant impact on daily decisions in various fields (Physical Preparation, Medical Team, Scouting, etc.), adding greater value to the work of Sport Scientists and achieving a greater impact on team/club performance.

This Sports Scientist profile is of great interest in top-level clubs, and job descriptions specify these competencies as essential in hiring professional profiles. However, currently, there are no courses focusing on learning programming languages like R applied to physical performance data, nor are there subjects focused on these topics at the university level. Therefore, adding this specific competency can make a difference in this highly competitive sector.

Cursos que inclui

Module 1: Introduction to Software and Functionalities.
Module 2: Fundamentals and Principles of data analysis applied to physical performance.
Module 3: Data Exploration, Transformation, and Cleaning for later use.
Module 4: Introduction to visualization.

Module 1: Cross-referencing databases from different sources.
Module 2: Creating metrics from raw data.
Module 3: Introduction to statistical analysis.
Module 4: Automated reports for communicating results.

Module 1: Advanced analytics to determine physical performance profiles.
Module 2: Time series analysis.
Module 3: New trends in physical performance analysis.
Module 4: Customizable and interactive dashboards for communicating
results.

Module 1: Application of intermittency to raw data with GPS.
Module 2: Force platform analysis, profile detection, and change detection to raw data calculations.
Module 3: Dashboard for Wellness and RPE records.
Module 4: Injury risk analysis from different sources of data.

Aprenda a

To know the software, its functionalities, and opportunities.

To follow the steps for the correct data analysis process.

To encourage the development of proposals related to physical performance using data analysis.

To communicate results effectively, making an impact.

Faça a certificação das suas habilidades

Devido à integração com tecnologias de supervisão remota, através do Certificado de Aprovação Verificado é possível:

  • Garantir a transparência do processo de certificação
  • Validar a identidade do titular do certificado
  • Atestar a aquisição de habilidades e aptidões específicas

O que inclui?

ACESSO AO MATERIAL DE ESTUDO 24 HORAS, ONDE QUISER E A PARTIR DE QUALQUER DISPOSITIVO

ACESSO AO MATERIAL DE ESTUDO 24 HORAS, ONDE QUISER E A PARTIR DE QUALQUER DISPOSITIVO

ACOMPANHAMENTO, MONITORIZAÇÃO E ASSISTÊNCIA VIRTUAL DE UM ESPECIALISTA NA MATÉRIA

ACOMPANHAMENTO, MONITORIZAÇÃO E ASSISTÊNCIA VIRTUAL DE UM ESPECIALISTA NA MATÉRIA

Actividades y consignas con feedback personalizado

ACTIVIDADES E NOTAS COM FEEDBACK PERSONALIZADO

FÓRUNS DE DEBATE E INTERAÇÃO COM COMPANHEIROS DE TODO O MUNDO

FÓRUNS DE DEBATE E INTERAÇÃO COM COMPANHEIROS DE TODO O MUNDO

CERTIFICADO EMITIDO PELO BARÇA INNOVATION HUB E VALIDADO PELA INSTITUIÇÃO CORRESPONDENTE.

CERTIFICADO EMITIDO PELO BARÇA INNOVATION HUB E VALIDADO PELA INSTITUIÇÃO CORRESPONDENTE.

Autoavaliações para medir o progresso de sua aprendizagem.

Autoavaliações para medir o progresso de sua aprendizagem.