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Sports Analytics (11–12)

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About Course

Students learn how data is used to evaluate athletes, predict performance, and make strategic decisions in sports.

What Will You Learn?

  • • How sports data is collected
  • • How to analyze performance metrics
  • • How to build predictive models
  • • How teams use analytics
  • • How to visualize sports data
  • • How analytics influence strategy

Course Content

Topic 1: Sports Data Foundations
Stats, metrics, tracking.

Topic 2: Performance Analysis
Speed, accuracy, efficiency.

Topic 3: Predictive Modeling
Trends, probabilities, outcomes.

Topic 4: Team Strategy Analytics
Matchups, plays, decisions.

Topic 5: Data Visualization
Charts, dashboards, insights.

Topic 6: Final Project — Sports Analytics Report
Students analyze a team or athlete.

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