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The world of artificial intelligence (AI) and machine learning (ML) is continuously evolving, and Linux, being a powerhouse for handling open-source projects, provides an excellent platform for experimenting and developing with these technologies. For developers and data scientists using Linux, the Bash shell is an essential tool for managing their projects and environments. In this article, we discuss how you can use Linux Bash alongside popular open-source AI and ML tools to enhance your projects and streamline your workflows. Bash (Bourne Again SHell) is the default shell on most Linux distributions and macOS, known for its efficiency in handling script automation, commands execution, and system management.