Artificial Intelligence (AI) is revolutionizing industries worldwide, from healthcare and finance to manufacturing and media. At the heart of this transformation are powerful algorithms, tackling tasks once thought impossible for machines. Yet, beneath the surface lies a complex web of algorithms and computational principles driving these intelligent systems. In this post, we explore the essential components in the world of AI algorithms and computational complexity