Sinossi
Learn how machines create—art, music, and text.
Generative AI in Action is a beginner-friendly guide to building creative projects using neural networks and Python. From writing original content to generating music and visual art, this book shows you how to use generative models to unlock the creative side of artificial intelligence.
You’ll explore powerful tools like GPT, Stable Diffusion, MusicLM, and GANs, and build your own projects with step-by-step code. Whether you're a curious coder, artist, or tech enthusiast, you’ll discover how machines can generate surprisingly human-like output—and how you can guide it.
Inside this book, you’ll learn how to:
Use large language models to write stories, poems, and dialogue
Generate digital artwork using diffusion models and text prompts
Create music patterns and melodies with AI tools
Train simple GANs (Generative Adversarial Networks) for custom image output
Understand key concepts like latent space, sampling, and prompt engineering
Use Python libraries like transformers, diffusers, and magenta
Combine AI models into interactive or multimedia applications
Each chapter includes working examples, sample prompts, and ideas for customization. You’ll also find tips on using open-source models, managing hardware limitations, and navigating ethical questions in creative AI.
If you’re ready to go beyond consuming AI content and start making it yourself, Generative AI in Action is your starting point.
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Paperback. Condizione: new. Paperback. Learn how machines create-art, music, and text.Generative AI in Action is a beginner-friendly guide to building creative projects using neural networks and Python. From writing original content to generating music and visual art, this book shows you how to use generative models to unlock the creative side of artificial intelligence.You'll explore powerful tools like GPT, Stable Diffusion, MusicLM, and GANs, and build your own projects with step-by-step code. Whether you're a curious coder, artist, or tech enthusiast, you'll discover how machines can generate surprisingly human-like output-and how you can guide it.Inside this book, you'll learn how to: Use large language models to write stories, poems, and dialogueGenerate digital artwork using diffusion models and text promptsCreate music patterns and melodies with AI toolsTrain simple GANs (Generative Adversarial Networks) for custom image outputUnderstand key concepts like latent space, sampling, and prompt engineeringUse Python libraries like transformers, diffusers, and magentaCombine AI models into interactive or multimedia applicationsEach chapter includes working examples, sample prompts, and ideas for customization. You'll also find tips on using open-source models, managing hardware limitations, and navigating ethical questions in creative AI.If you're ready to go beyond consuming AI content and start making it yourself, Generative AI in Action is your starting point. This item is printed on demand. Shipping may be from multiple locations in the US or from the UK, depending on stock availability. Codice articolo 9798291864104
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Generative AI in Action (Paperback)
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Paperback. Condizione: new. Paperback. Learn how machines create-art, music, and text.Generative AI in Action is a beginner-friendly guide to building creative projects using neural networks and Python. From writing original content to generating music and visual art, this book shows you how to use generative models to unlock the creative side of artificial intelligence.You'll explore powerful tools like GPT, Stable Diffusion, MusicLM, and GANs, and build your own projects with step-by-step code. Whether you're a curious coder, artist, or tech enthusiast, you'll discover how machines can generate surprisingly human-like output-and how you can guide it.Inside this book, you'll learn how to: Use large language models to write stories, poems, and dialogueGenerate digital artwork using diffusion models and text promptsCreate music patterns and melodies with AI toolsTrain simple GANs (Generative Adversarial Networks) for custom image outputUnderstand key concepts like latent space, sampling, and prompt engineeringUse Python libraries like transformers, diffusers, and magentaCombine AI models into interactive or multimedia applicationsEach chapter includes working examples, sample prompts, and ideas for customization. You'll also find tips on using open-source models, managing hardware limitations, and navigating ethical questions in creative AI.If you're ready to go beyond consuming AI content and start making it yourself, Generative AI in Action is your starting point. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability. Codice articolo 9798291864104
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