What is SMOTE and GAN – Similarities and differences in generating synthetic data from non-linear and intricate datasets, and Applications in healthcare.
Generative AI refers to a class of AI models that can generate new, synthetic data resembling the data they were trained on. Unlike traditional AI models that are primarily focused on classification or prediction, generative models create new data, such as images, text, or even tabular data