Forward Diffusion Process Explained | Diffusion Models Tutorial | Generative AI

Part 1 Video link - https://youtu.be/Gt9y8FMu7g4 Welcome to the second installment of our "Understanding Diffusion Models Mini Course"! In this video, we delve deeper into the intricacies of the forward diffusion process. Gain a comprehensive understanding as we meticulously dissect the mathematics, equations, and derivations behind this fundamental concept. Additionally, we explore the application of forward diffusion process in Generative AI, shedding light on its significance in shaping cutting-edge AI technologies. Join us on this enlightening journey as we unravel the mysteries of diffusion models and their role in the realm of artificial intelligence. Don't miss out on this opportunity to expand your knowledge and expertise in the field! Chapters: 0:00 Introduction 0:20 Forward Diffusion using Example 1:03 Mathematical Explanation of Forward Diffusion 1:57 The Reparameterization Trick #artificialintelligence #ai #diffusionmodels #machinelearning #datascience #computervision