In the ever-evolving landscape of artificial intelligence (AI), understanding the extensive array of models available can be a daunting endeavor. This resource aims to shed light on the fundamentals of various AI models, providing a clear and concise explanation for both beginners the field and seasoned practitioners. From established algorithms li