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Certificate in Physical Data Analysis with R for Sport Scientists

€ 625

4 monthly payments of € 156,25

More Information

Start date

Coming soon

Duration

4 months

Level

Advanced

Average dedication

6/8 weekly hours

DELIVERY MODE

Online-based

Delivered in

Spanish

EXPERT ADVISORS

David Pajón

Houston Astros Performance Science Analyst.

CERTIFICATE

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.

Courses' syllabus

Introduction to Programming in R for Physical Data Analysis.

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.

Statistical Analysis and Visualization Processes

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.

Physical Performance Profiles, Predictive Analysis, and Interactive Dashboards.

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.

Case Studies

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:

Guarantees the transparency of the certification process
Verifies the identity of the certificate holder
Certifies the acquisition of specific competencies and skills

What does it include?

24-HOUR ACCESS TO STUDY MATERIAL, FROM ANYWHERE, ON ANY DEVICE

VIRTUAL COACHING, FOLLOW-UP, AND SUPPORT FROM A SUBJECT EXPERT

Actividades y consignas con feedback personalizado

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

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