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1. ml-predictions-exam-scores ml-predictions-exam-scores Public

   The goal of this project was to develop a machine learning model capable of accurately predicting exam scores based on various medical diagnoses and lifestyle factors.

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2. prostate-cancer-classification-1 prostate-cancer-classification-1 Public

   This project simulated a prostate cancer screening test to evaluate how varying thresholds impact the ability of the model to correctly classify clinically significant prostate cancer.

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3. heart-disease-predictions-ml heart-disease-predictions-ml Public

   The goal of this project is to develop and evaluate machine learning models that predict heart disease in individuals based on the available features.

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4. chronic-kidney-disease-predictions-ml chronic-kidney-disease-predictions-ml Public

   The goal of this project was to develop a machine learning model using XGBoost to predict Chronic Kidney Disease (CKD) based on various health-related features.

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5. depression-screening-ml depression-screening-ml Public

   The goal of this project was to build a machine learning model capable of accurately predicting depression in a population where the incidence rate is 15%.

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6. security-audit-botium-toys security-audit-botium-toys Public

   This internal IT audit at Botium Toys has highlighted several critical gaps in the organization’s cybersecurity posture and compliance practices.

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