In the ever-evolving landscape of artificial intelligence (AI), understanding the multifaceted array of models available can be a daunting endeavor. This resource aims to shed light on the core concepts of various AI models, offering a clear and concise overview for both novices the field and seasoned professionals. From established algorithms like