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Artículo: AMZ-B0G3NZCK7M
Small Language Models (SLMs): The Complete Practical Guide to Building Fast, Local, and Private AI Systems: A Step-by-Step Professional Handbook for Developers, Entrepreneurs, and AI Builders
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Paperback
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0.39 kg
0.39 kg
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Amazon
Amazon
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USA
Sobre este producto
- Mastering Small Language Models (SLMs): Build Offline AI, Agents, and RAG SystemsImagine creating powerful, privacy-focused AI that runs entirely on your device — fast, secure, and offline. Mastering Small Language Models (SLMs) is the definitive guide for developers, researchers, and AI enthusiasts who want to unlock offline AI capabilities and build real-world applications with step-by-step guidance. Inside This Book, You’ll Discover: 1. Core Concepts & Key SkillsLearn what SLMs are, how they differ from LLMs, and why “small” doesn’t mean weak.Understand the ecosystem of offline AI, edge devices, and personal AI assistants.2. Hands-On TutorialsInstall, run, and fine-tune SLMs on laptops, edge devices, and mobile phones.Troubleshooting tips to avoid common setup and runtime issues.3. Advanced TechniquesMaster embeddings, vector databases, memory-optimized inference, and RAG pipelines.Learn function calling and automation workflows for offline AI agents.4. Practical ApplicationsBuild chat assistants, knowledge agents, summarizers, local automation tools, and domain-specific AI applications.Implement real-world solutions without relying on cloud infrastructure.5. 10+ Mini-Projects with Full SolutionsStep-by-step projects designed for beginners and pros alike.Includes summarizers, task planners, RAG-based search systems, local AI note assistants, contextual memory agents, and more.Each project comes with complete code snippets, explanations, and practical tips, so you can learn by doing.Progress from simple file summarization to fully offline, memory-enabled AI agents.6. Deployment & OptimizationTechniques for quantization, speed optimization, and memory management.Deploy SLMs via local servers or FastAPI, scalable for real-world use.7. Business & Strategy InsightsExplore SLM-based SaaS, micro-AI products, hybrid pipelines, and cost-efficient AI deployment.Future-proof your AI skills for 2026–2030 trends. Why This Book Is UniqueEnd-to-end guidance from theory to hands-on projects.Offline AI focus ensures privacy and speed.Beginner-friendly yet advanced enough for pros to learn new optimization and RAG techniques.Real-world mini-projects (10+) for immediate implementation and mastery. KeywordsSmall Language Models, SLMs, Offline AI, Local AI, RAG Systems, AI Agents, AI Deployment, Quantized AI, AI Fine-Tuning, Edge AI Persuasive Call-to-ActionUnlock the power of offline AI today. Build 10+ practical AI projects, master SLMs, and create fast, private, and powerful AI systems on your own devices. Imagine what you can achieve when AI is fully under your control — now make it real.
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