In the ever-evolving landscape of artificial intelligence (AI), understanding the extensive array of models available can be a daunting endeavor. This list aims to shed light on the fundamentals of various AI models, providing a clear and concise explanation for both individuals new to the field and seasoned experts. From classical algorithms like