Probability is a fundamental concept in machine learning. Machine learning algorithms use probability to make predictions about the future, and they also use probability to evaluate the accuracy of their predictions. For example, a machine learning algorithm might be used to predict whether a customer will click on an ad, and it would use probability to calculate the likelihood of each possible outcome.