Global Certificate in Decision Trees for Global Health
-- ViewingNowThe Global Certificate in Decision Trees for Global Health is a comprehensive course that imparts critical skills in data analysis and decision-making for global health professionals. This course emphasizes the importance of evidence-based decision-making, a skill in high demand in the global health industry.
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โข Decision Trees in Global Health
โข Types of Decision Trees: Classification and Regression
โข Building a Decision Tree: Data Preparation and Algorithm
โข Evaluating Decision Trees: Performance Metrics and Validation
โข Pruning and Regularization: Techniques to Prevent Overfitting
โข Ensemble Methods: Random Forests and Boosting
โข Decision Trees in Real-World Global Health Scenarios
โข Ethics and Bias in Decision Trees for Global Health
โข Advanced Topics: Deep Learning and Neural Networks
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