In this tutorial, we dive into the concept of Randomized Binary Search and implement it in Python. Randomized Binary Search introduces randomness into the traditional binary search algorithm by selecting a random midpoint at each step, potentially improving performance on certain datasets. We also visualize the search process using Matplotlib, providing an intuitive understanding of how the algorithm navigates through the array to find the target element.