Generative models in a nutshell. Have you ever wished you could create…

Have you ever wished you could create your own realistic images, translate text into multiple languages, or even compose original music? If so, you'll be interested to learn about generative models -- a type of machine learning algorithm that has the power to bring these capabilities to life. Generative models are trained on a dataset and learn the underlying distribution of the data. This allows them to generate new, synthetic examples that are similar to the original dataset. But what makes generative models so special?