Artículo: AMZ-B0DY7DCNG5

Mastering Ollama: Run, Optimize, and Deploy AI Models Locally

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Paperback

Kindle

Paperback

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0.51 kg
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Producto de
Amazon
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  • Artificial Intelligence is undergoing a transformation, with local AI enabling powerful models to run directly on personal devices, edge computing platforms, and enterprise servers—without reliance on cloud-based APIs. Ollama is at the forefront of this revolution, providing a streamlined framework for running, optimizing, and deploying open-source AI models locally. By leveraging on-device processing, GPU acceleration, and efficient model management, Ollama empowers developers, researchers, and businesses to build AI-powered applications with complete control, privacy, and cost efficiency. Summary of the Book This book is a comprehensive, practical guide to mastering Ollama, from setting up AI models on local machines to deploying scalable AI applications in production environments. It covers everything from basic installation to advanced optimization strategies, ensuring readers can fully harness the power of local AI. Whether you're an AI enthusiast, software developer, or IT professional, this book provides hands-on examples, real-world use cases, and deep technical insights to help you deploy high-performance AI solutions without cloud dependencies. What's Inside:Understanding local AI and how it compares to cloud-based AI services.Step-by-step setup for running AI models on Windows, macOS, and Linux.Optimizing AI inference with GPU acceleration, quantization, and memory-efficient execution.Building AI-powered applications with APIs, LangChain, and web integrations.Deploying AI at scale using enterprise infrastructure, Kubernetes, and vector databases.Security, privacy, and ethical considerations for local AI deployment.Advanced benchmarking techniques to maximize performance and efficiency. About the Reader This book is designed for AI practitioners, software engineers, data scientists, and system architects who want to deploy AI models locally with complete control. It’s perfect for developers who prefer privacy-focused, high-performance AI solutions that don’t depend on cloud-based inference. Whether you’re exploring AI for personal projects, developing edge computing solutions, or integrating AI into enterprise systems, this book provides the technical depth and hands-on guidance needed to implement Ollama effectively. If you’re ready to build AI applications that are private, powerful, and independent of cloud services, this book is your ultimate resource. Get your copy today!
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