Teaching

Teaching Assistantships

Notes

These notes were prepared to help me organize the content I taught in the Probability and Stochastic Processes course. I am the sole author, and while I have made every effort to ensure accuracy, the notes may still contain errors. If you notice any mistakes—logical, conceptual, or otherwise—please feel free to email me. I will review your feedback and update the notes accordingly.

• Tutorial 1: Functions, Cardinality and Countability
• Tutorial 2: Transformation of Random Variables

Sessions

• Google Colab files related to the session conducted for Artificial Intelligence And Emerging Technologies (AIET) course:

  • VAE_Tutorial
  • GAN Tutorial

• Presentation slides for the “Generative AI Workshop” conducted in collaboration with Arkaprava, Sandesh, and Swarnim at IIT Hyderabad:

  • Generative_AI_workshop_preview
  • Primer on Generative AI
  • Generative Adversarial Networks (GANs)
  • Transformers
  • Variational Autoencoders
  • Diffusion Models