Certificate in Physical Data Analysis with R for Sport Scientists

€ 625 4 monthly payments of € 156,25

More Information

€ 625

4 monthly payments of € 156,25

Start date

Jan 10, 2025

Level: Advanced
Delivery mode: Online-based
Duration: 4 months
Average dedication: 6/8 weekly hours
Delivered in: English

Description

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.

EXPERT ADVISORS

Profesor

David Pajón
Houston Astros Performance Science Analyst.
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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.

Learn to

  • 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.

Certify your skills

Thanks to our integration with remote supervision technologies, the Verified Certificate of Approval:

  • Guarantee transparency of the certification process.
  • Validates the identity of the certificate holder.
  • Accredits the acquisition of specific competencies and skills.

What does it include?

24-HOUR ACCESS TO STUDY MATERIAL, FROM ANYWHERE, ON ANY DEVICE
ACCOMPANIMENT, MONITORING AND VIRTUAL SUPPORT FROM AN EXPERT IN THE FIELD
ACTIVITIES AND ASSESSMENTS WITH PERSONALIZED FEEDBACK
DISCUSSION FORUMS AND INTERACTION WITH COLLEAGUES FROM ALL OVER THE WORLD
CERTIFICATE ISSUED BY BARÇA INNOVATION HUB AND ENDORSED BY THE CORRESPONDING INSTITUTION.
SELF-ASSESSMENT TO MEASURE YOUR LEARNING PROGRESS

Education

ALL PROGRAMS

4 monthly payments of € 156,25

€ 625