Excelsior University 3 credits Computer Science
This course immerses students in the ethical preparation and refinement of raw data for analysis, addressing both personal and social bias considerations. Students explore techniques for data transformation, handling missing values, and effectively managing outliers. Emphasizing best practices, the course ensures data quality and integrity while underscoring the ethics of responsible and conscientious data handling. Students acquire essential technical skills and develop a deep understanding of the ethical dimensions of data science, preparing them to navigate the evolving landscape of responsible data analysis.
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