Master Sports Data Analysis

A comprehensive curriculum designed to take you from fundamentals to advanced tactical insights.

Level 1

Defining clear goals and KPIs for data collection to ensure actionable insights.

Level 2

Techniques for assessing player performance and team efficiency using statistical models.

Level 3

Developing frameworks to interpret complex datasets and derive competitive advantages.

Level 4

Structuring data workflows and team roles for efficient information processing.

Level 5

Deep dive into event definitions, tagging standards, and action recognition.

Level 6

Analyzing team shapes, spacing, and tactical shifts using spatial data.

Level 7

Overview of industry-standard software and hardware for sports data collection.

Level 8

Differentiating between collective team metrics and individual player performance indicators.

Level 9

Future trends in sports analytics, including AI integration and predictive modeling.

Ready to start learning?

Access the full course materials and start your journey in sports analytics today.