probability

Introduction As artificial intelligence (AI) continues to permeate various sectors, understanding how to implement simple AI models on even the most basic platforms like Bash can be invaluable. Bash, the Bourne Again SHell, isn't naturally designed for complex numerical computations which are typically required in AI applications. However, with the right approach and tools, it's possible to implement basic probability-based AI models directly in Bash. This can be particularly useful for full stack web developers and system administrators who want to integrate AI features into their scripts and systems without the overhead of more sophisticated programming environments.