In the ever-evolving landscape of artificial intelligence (AI), understanding the multifaceted 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 individuals new to the field and seasoned professionals. From classical algorithms