Variational Autoencoder

Learn Generative AI Essentials with lectures, quizzes, real world use cases with hands-on demos and exercises

Learn Generative AI Essentials with lectures, quizzes, real world use cases with hands-on demos and exercises

Learn Generative AI Essentials with lectures, quizzes, real world use cases with hands-on demos and exercises

Face Generation with WGANs, ProGANs and Diffusion Model. Image super-resolution with SRGAN, Mask removal with CycleGAN

Mastering Generative AI: Unleash the Power of AI Imagination with State-of-the-Art LLMs

People apply Bayesian methods in many areas: from game development to drug discovery. They give superpowers to many machine learning algorithms: handling missing data, extracting much more information from small datasets. Bayesian methods also allow us to estimate uncertainty in predictions, which is a desirable feature for fields like medicine.

Mastering Image Generation Techniques for Machine Learning Interviews