What is the complexity of the following Python code snippet in Big- O notation? Assume is a list of n unsorted numbers;data 2 is a list of n sorted numbers.  def binary_search(data, value):  n = len(data)  left = 0  right = n - 1  while left <= right:  middle = (left + right) // 2  if value < data[middle]:  right = middle - 1  elif value > data[middle]:  left = middle + 1  else:  return middle  return 'Value is not in the list'

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Randomized Select Algorithm

A randomized algorithm is defined as one that uses a certain amount of randomization in its logic or operation. It is said to be an algorithm that depends on the random number to perform its operation. It is used for reducing the overall time complexity, space complexity in the standard algorithm. The randomized algorithm uses the concept of random numbers to find the solutions to the different kinds of problems and also to improve the problem solutions.