Generative AI and Creativity From Theory to Practice

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Free Download Generative AI and Creativity: From Theory to Practice
English | 2025 | ISBN: 103286737X | 372 pages | True PDF,EPUB | 18.94 MB
Generative AI and Creativity: From Theory to Practice is an immersive exploration into the revolutionary domain of generative artificial intelligence. It takes a step-by-step journey starting with the fundamentals of generative AI and progressing to advanced applications. The book unravels the complexities of generative models, delving into key techniques such as generative adversarial networks (GANs) and variational autoencoders (VAE)s, providing a solid foundation for readers to understand the underlying principles.

FEATURES

• Explores the collaboration between humans and AI in creative processes
  
• Examines generative art movements, graphic design applications, and artist-AI collaborations
  
• Defines creativity in AI, by showcasing case studies and discussing ethical considerations
  

Moving beyond creative content generation in art and music to practical implementations in industries like healthcare and finance, the book showcases the versatility and transformative potential of generative AI across diverse domains. Readers will gain practical skills through coding examples, case studies, and collaborative projects, empowering them to integrate generative AI into their own work.

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