Introduction to Autoencoders, VAEs and GANs

The foundations of Autoencoders, Variational Autoencoders (VAEs), and Generative Adversarial Networks (GANs), three crucial deep learning methods used in generative AI, are covered in this approachable course. Learners will investigate VAE-based image production, comprehend how autoencoders compress and rebuild data, and discover the adversarial training method underlying GANs. Real-world generative AI applications and TensorFlow practical demos are included in the course.

Provider/Creator: Simplilearn
Platform: Coursera
Category: VAE & GAN
Level: Beginner
Duration: 4 Hours
Certificate: Paid/Financial Aid
Rating: ⭐ 4.5+
Direct Course Link: Introduction to Autoencoders, VAEs and GANs
Recommended For: Beginners