In this course, we will explore the fascinating field of generating realistic images from textual descriptions using advanced machine learning techniques. Text-to-image generation has gained significant attention in recent years due to its wide range of applications, including computer vision, virtual reality, video games, and creative arts. Throughout this course, we will delve into both the theoretical foundations and practical aspects of text-to-image generation.