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A comprehensive exploration of machine learning techniques and data science best practices applied to the UCI Heart Disease dataset. Focusing on data preprocessing, exploratory analysis, and predictive modelling to identify key factors in heart disease. Part of Big Data Management and Analytics (BDMA) program.
Implementation of a big data management and analysis backbone architecture using PySpark for distributed and scalable data ingestion and MLlib for machine learning analysis. Part of Big Data Management and Analytics (BDMA) program.