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ML / DL
Sleep_Quality_Prediction
Predicts sleep quality using health and lifestyle data leveraging a data science pipeline.
Predictive AnalyticsHealthTechPythonData Science
The Problem
Sleep quality is affected by many factors but hard to quantify without expensive medical equipment.
The Solution
Built a comprehensive machine learning pipeline to predict sleep quality based on lifestyle habits and health metrics.
Key Features
•Lifestyle data analysis
•Health metric correlation
•Risk factor identification
•Predictive modeling
Impact
Actionable health insights
High prediction accuracy
Data-driven recommendations
Learnings
Advanced feature engineering for health data and model interpretability.