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Week - 1 |
Introduction to Data Mining in Healthcare, and Fundamentals of Health Data Sources |
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Week - 2 |
Data Preprocessing Techniques for Health Data |
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Week - 3 |
Exploratory Data Analysis for Health Data |
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Week - 4 |
Classification Algorithms in Health Data Mining |
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Week - 5 |
Clustering Methods for Health Data Analysis |
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Week - 6 |
Association Rule Mining in Healthcare |
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Week - 7 |
Predictive Modeling for Disease Diagnosis |
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Week - 8 |
Text Mining in Biomedical Literature |
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Week - 9 |
Feature Selection and Dimensionality Reduction in Health Data |
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Week - 10 |
Evaluation Metrics for Data Mining Models |
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Week - 11 |
Ethical Considerations in Medical Data Mining |
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Week - 12 |
Regulatory Compliance in Health Data Analysis |
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Week - 13 |
Case Studies in Medical Data Mining |
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Week - 14 |
Medical Data Mining in the Industry |