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Generative AI with Python. Harness the Power of Python for Building Generative AI Models
Rheinwerk Publishing, Inc, Bert Gollnick
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EBOOK
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Generative AI with Python introduces readers to the fascinating world of AI model development. It begins with essential concepts in AI and deep learning, building a solid foundation for working with generative models. You will explore how to create models that generate text, images, and more, with clear, practical examples. The book provides an in-depth look at large language models and pretrained tools like Hugging Face, demonstrating how they can be leveraged in real-world applications. Each chapter blends theoretical concepts with hands-on coding exercises to ensure you understand both the principles and practical implementation of generative AI. Starting with the basics of natural language processing and deep learning, the book guides you to more advanced applications such as text summarization, image generation, and model fine-tuning. You'll also learn about optimizing AI models and deploying them in various environments. By the end of the book, you’ll be able to confidently build AI-driven applications with Python, capable of transforming business processes and enhancing consumer products.
- 1. Introduction to Generative AI
- 2. Pretrained Models
- 3. Large Language Models
- 4. Prompt Engineering
- 5. Vector Databases
- 6. Retrieval-Augmented Generation
- 7. Agentic Systems
- 8. Deployment
- 9. Outlook
- Tytuł:Generative AI with Python. Harness the Power of Python for Building Generative AI Models
- Autor:Rheinwerk Publishing, Inc, Bert Gollnick
- Tytuł oryginału:Generative AI with Python. Harness the Power of Python for Building Generative AI Models
- ISBN:9781807780203, 9781807780203
- Data wydania:2026-04-20
- Format:Ebook
- Identyfikator pozycji: e_4wix
- Wydawca: Rheinwerk Publishing
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