Over the past few years, Generative AI has emerged as a powerful tool for creating new and innovative solutions in a variety of fields, from music and art to natural language processing and computer vision. In this workshop, we’ll explore the fundamentals of Generative AI, including the different types of generative models, their applications, and their limitations.
We’ll begin by providing an overview of the basic concepts of Generative AI, including what it is, how it works, and what makes it different from other forms of artificial intelligence. From there, we’ll dive into the various types of generative models, including Variational Autoencoders (VAEs), Generative Adversarial Networks (GANs), and Autoregressive models, and discuss their unique features, strengths, and weaknesses.
The Why: Generative AI is an important topic because it has the potential to revolutionize the way we create and interact with content. It allows machines to generate new, realistic content, such as images, music, and even entire virtual worlds, that is similar to content created by humans. This technology has the potential to transform industries such as entertainment, healthcare, and finance, and can help us solve complex problems, such as developing personalized treatments for medical conditions.
- Gain an understanding of what generative models are, how they work, and what makes them unique from other types of machine learning models.
- Become familiar with popular frameworks for generative AI, such as GANs, VAEs, and Transformers, and have a basic understanding of their architectures and applications.
- Learn how generative AI is being used in various industries, from creating realistic simulations and virtual worlds to generating personalized recommendations and improving medical diagnoses.
- Learn the potential ethical considerations of generative AI, such as the risk of bias and the responsibility of creators to use the technology responsibly.
- Gain insight into where the field of generative AI is headed and what new innovations and breakthroughs are on the horizon.
This session is for… you if you are curious about Generative AI and want to learn more about it, this session is for you. It is designed for Creative Professionals, Entrepreneurs, Strategic Leaders in both Technology and Business Domains, and Researchers who are interested in exploring the potential of this exciting field.