GenAI 102 – Generative Neural Networks (GANs & VAEs)

(Weeks 3–4 | Lec 6 Hrs / Lab 18 Hrs / Ext 0 Hrs | 24 Total Hrs | 1.0 Credit Hour)
Students will:

• Build and train basic Generative Adversarial Networks (GANs).
• Implement Variational Autoencoders (VAEs) for data generation.
• Analyze training instability issues and apply stabilization techniques.
  Prerequisite: GenAI 101 – Foundations of Generative AI
  Tools: TensorFlow, PyTorch, Hugging Face