Statistics
Artificial Intelligence
Mathematical functions that describe the probability of different possible outcomes in a random process.
Detailed Explanation
Statistical distributions are mathematical models that represent the likelihood of various outcomes in a random experiment. They help in understanding, predicting, and analyzing data by assigning probabilities to all possible results. Common examples include the normal, binomial, and Poisson distributions, which are essential in AI for tasks like data modeling, hypothesis testing, and probabilistic reasoning.
Use Cases
- •Use case: Modeling customer purchase behaviors to predict future sales using Gaussian and Poisson distributions.
Related Terms
Other terms in the Artificial Intelligence category