Probability

When thinking of probability, you think of possible upcoming events and the likelihood of them actually occurring. This compares to a statistical thought process that involves analyzing the frequency of past events in an attempt to explain or make sense of the observations. In addition, the data scientist will associate various individual events, studying the relationship of these events. How these different events relate to each other governs the methods and rules that will need to be followed when we're studying their probabilities.