In the ever-evolving landscape of artificial intelligence (AI), understanding the multifaceted array of models available can be a daunting challenge. This resource aims to shed light on the fundamentals of various AI models, providing a clear and concise summary for both novices the field and seasoned practitioners. From classical algorithms like d