Variational Autoencoders and GANs

Two of the most significant generative deep learning models are introduced to students in the Simplilearn course Variational Autoencoders (VAEs) and GANs: Variational Autoencoders (VAEs) and Generative Adversarial Networks (GANs).

It describes how these models function, how they are different from conventional neural networks, and how they are applied to create new data, including synthetic datasets and images. Important ideas like the generator-discriminator framework in GANs, the training procedure of VAEs, and their practical uses in fields like picture synthesis and AI-driven content creation are also covered in the course.

By the end, students have a basic understanding of how deep learning frameworks can be used to implement contemporary generative AI systems.

Provider/Creator: Simplilearn
Platform: SkillUp
Category: VAE & GAN
Level: Beginner
Duration: 2 Hours
Certificate: Free Certificate
Rating: ⭐ 4.5
Direct Course Link: Variational Autoencoders and GANs
Recommended For: Beginners