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Analysis Report 4 - Health Privacy and Data Profiling
This report examines how much sensitive information can be reconstructed from a single patient's electronic health record. Using the MIMIC-III database, it follows one ICU hospitalization to explore the balance between using healthcare data to improve care and protecting patient privacy, security, and trust.
Predicting Fuel Efficiency Using Machine Learning
Fuel consumption is a major concern in the automotive world, combining both economic and environmental stakes. But what truly determines a car’s efficiency? Is it solely its weight, its horsepower, or the design of its engine? To answer this question, we will build a Multiple Linear Regression (MLR) model using the famous mtcars dataset. Extracted from the 1974 Motor Trend magazine, this benchmark dataset explores the fuel consumption of 32 automobiles across 11 technical specifications.
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Math Problems 7/5/26
Math problems of the day for 7/5/26.
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