Masterclass Certificate in Decision Trees for Patient Care
-- ViewingNowThe Masterclass Certificate in Decision Trees for Patient Care is a comprehensive course that equips healthcare professionals with essential skills to improve patient care through data-driven decisions. This course is crucial in today's healthcare industry, where data analysis plays a critical role in diagnosing diseases, predicting patient outcomes, and creating personalized treatment plans.
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โข Unit 1: Introduction to Decision Trees in Patient Care
โข Unit 2: Data Preprocessing for Decision Trees
โข Unit 3: Building Decision Trees in Python/R
โข Unit 4: Decision Tree Algorithms: ID3, C4.5, CART
โข Unit 5: Evaluation Metrics for Decision Trees
โข Unit 6: Pruning Decision Trees
โข Unit 7: Overfitting and Underfitting in Decision Trees
โข Unit 8: Advanced Topics: Random Forests, Boosting
โข Unit 9: Real-world Applications of Decision Trees in Patient Care
โข Unit 10: Final Project: Implementing Decision Trees for Patient Care
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