Introduction In the rapidly evolving tech world, machine learning has become a cornerstone of innovation, shaping everything from voice assistants and recommendation systems to predictive analytics and autonomous vehicles. As the field grows, so does the competition for top roles in machine learning. One of the most critical steps to securing a