Football Analytics Online Courses
Master football analytics from fundamentals to advanced techniques. Learn by doing with personalized instruction, hands-on projects, and real-world datasets.
Learning Pathways
Choose your path based on your current level and goals:
Beginner Track
Perfect for: Analysts new to coding, coaches wanting data literacy, scouts exploring analytics.
You’ll learn:
Football analytics fundamentals
Data processing with R (zero coding experience needed)
Basic data visualization
Reading and interpreting xG, passing networks, heat maps
Duration: 8-10 weeks
Format: 5-6 modules
Intermediate Track
Perfect for: Analysts with basic code skills, performance analysts upgrading skills.
You’ll learn:
Advanced data visualization (event & tracking data)
Scouting based on data metrics
Interactive dashboards with R Shiny
Web scraping football data sources
Duration: 8-10 weeks
Format: 4-5 modules
Advanced Track
Perfect for: Data scientists entering football, researchers, senior analysts
You’ll learn:
Machine learning for football analytics
Custom model creation (xG, xGOT, win probability, VAEP, xT)
Advanced statistical modeling
Production-ready analytics pipelines
Duration: 10-12 weeks
Format: 5-6 modules
Custom Training
Need something specific?
Mix and match modules or request custom topics:
- Position-specific analytics (GK, defenders, midfielders, forwards)
- Tactical analysis with tracking data
- Physical performance metrics
- Youth development analytics
- Video analysis integration
- API development for analytics tools
How It Works
1. Choose Your Path
Select a track or build a custom curriculum
2. Learn & Practice
Work through modules at your pace (default: 2 weeks per module)
3. Get Feedback
Submit assignments, receive personalized code reviews
4. Build Portfolio
Complete real-world projects for your portfolio
What’s Included
Every module includes:
- Comprehensive materials: PDF/HTML slides with theoretical content
- Working code: R scripts for all data processing and visualizations
- Practical assignments: Homework with real datasets
- Personalized feedback: Email or WhatsApp support
- Resources: Supplementary documentation and reading materials
- Cloud storage: All materials in Google Drive or OneDrive
Optional add-ons:
- Live sessions: 1.5-hour video calls via Microsoft Teams (recorded)
- Group cohorts: Learn alongside peers (discounted rates)
- Portfolio projects: Build showcase work for job applications
Tools & Data Sources
You’ll work with:
- Industry-standard R packages (tidyverse suite)
- Real data from StatsBomb, Wyscout/Instat, FBref, Understat
- Professional visualization libraries (ggplot2 + R Shiny)
- Modern development tools (RStudio, GitHub)
Investment
Pricing is flexible based on:
- Number of modules
- Live session add-ons
- Individual vs. group cohort
- Custom content requirements
Payment plans available. Discounts for:
- Students (20%)
- Group enrollments (3+ people: 15%)
- Full track upfront payment (10%)
Why Learn From Dato Fútbol?
✓ Industry experience
Worked with professional clubs across Europe, South America, and Australia
✓ Real-world focus
All examples use actual match data and club scenarios
✓ Proven curriculum
Hundreds of students trained through La Pizarra del DT partnership
✓ Flexible learning
Self-paced modules with personalized support
✓ Code ownership
All scripts and materials are yours to keep
✓ Career support
Portfolio building and industry connections
Ready to Start Learning?
Not sure which track fits you? Book a free 30-minute consultation to discuss your goals and build a custom learning plan.
Schedule Free Consultation Email Questions
Frequently Asked Questions
Q: Do I need coding experience?
A: No. The Beginner Track starts from zero. If you have experience, start with Intermediate or Advanced.
Q: How long does each module take?
A: Default is 2 weeks per module, but it’s flexible. Work faster or slower based on your schedule.
Q: What if I get stuck?
A: You have direct access to me via email or WhatsApp for questions and feedback.
Q: Can I take modules individually?
A: Yes. You can purchase single modules or build a custom sequence.
Q: Do you offer certificates?
A: Upon completion, you receive a certificate of completion. More valuable is your portfolio of projects.
Q: What’s the difference between this and La Pizarra del DT courses?
A: La Pizarra courses are structured, cohort-based programs in Spanish. This offering is personalized, flexible, 1-on-1 training available in English or Spanish.
Cursos en Español
Cursos completos desarrollados en conjunto con “La Pizarra del DT”:
Curso intro a programación y estadística
Más detalles →
Curso básico para análisis de datos para fútbol
Más detalles →
Visualización avanzada 2D
Más detalles →