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