AI Solutions

class AILearningSystem {
  constructor(studentData) {
    this.studentData = studentData;
    this.learningModels = {
      contentRecommendation: new RecommendationEngine(),
      performancePrediction: new PredictiveModel(),
      adaptiveTesting: new AdaptiveAssessment(),
      conceptMastery: new MasteryTracker()
    };
    this.initialize();
  }
  
  async analyzePerformance(studentId) {
    const data = await this.studentData.getHistory(studentId);
    const strengths = this.learningModels.performancePrediction
      .identifyStrengths(data);
    const gaps = this.learningModels.performancePrediction
      .identifyGaps(data);
    
    return { strengths, gaps };
  }
  
  // Additional methods...
}