detection

Discover how to enhance cybersecurity using Bash and AI in this detailed guide for developers and systems administrators. The article outlines the process of setting up environments, data collection with Bash scripts, data preprocessing, and running AI models to identify anomalies, emphasizing the necessity of continuous adaptation to evolving cyber threats. It also includes best practices and further learning resources.

This guide teaches full stack developers and system administrators how to use Bash scripts to detect duplicate records, ensuring data integrity and improving AI model accuracy. It covers essential Bash commands and provides a practical tutorial to integrate Bash scripting into everyday tasks to enhance data deduplication, automation, and workflow efficiency.