Oracle Cloud Infrastructure AI Foundations Associate: Autoencoders and GANs

Generative AI allows machines to create realistic content such as text, images, or audio, unlocking new possibilities in automation, personalization, and innovation. Variational autoencoders (VAEs) and generative adversarial networks (GANs) are the foundational techniques that generate synthetic data and reveal hidden patterns.In this course, explore the core ideas behind generative AI and compare them with discriminative AI. Next, discover how VAEs build on autoencoders to enable data generation. Finally, learn how GANs operate through an adversarial setup between generator and discriminator, and examine how they are trained to produce highly realistic outputs across various domains.This course is part of a series that prepares learners for the Oracle Cloud Infrastructure 2025 AI Foundations Associate (1Z0-1122-25) certification.