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As businesses increasingly rely on data-driven decision-making processes, the quality of data has become paramount. Fortunately, advances in artificial intelligence (AI) have made it easier for us to cleanse and maintain high-quality data. While Python and R are popular choices for AI implementations, Bash—a powerful Linux scripting language—remains a valuable tool, especially for quick scripting needs often faced by full stack developers and system administrators. In this guide, we'll explore how to integrate simple AI capabilities within Bash scripts to streamline the process of data cleansing. This will empower developers and administrators with the ability to handle data more efficiently in their day-to-day roles.