In the ever-evolving landscape of artificial intelligence (AI), understanding the diverse array of models available can be a daunting challenge. This compendium aims to shed light on the basics of various AI models, offering a clear and concise summary for both novices the field and seasoned experts. From established algorithms like decision trees