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Knowledge Graphs in Action: Building Powerful AI Solutions with Graph Reasoning and Semantic Models

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Kindle

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0.15 kg

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Unlock the full potential of artificial intelligence with knowledge graphs—the backbone of intelligent, context-aware systems. Knowledge Graphs in Action is a comprehensive guide that walks you through every stage of building scalable AI solutions using graph reasoning and semantic models. From foundational concepts to advanced applications, this book bridges the gap between theory and practice, empowering you to design smarter, more explainable, and data-driven systems that make sense of complex relationships in data.Knowledge graphs are revolutionizing how data is structured and understood. By connecting entities, relationships, and context, they enable AI systems to reason, infer, and adapt in ways that traditional data models cannot. Combined with technologies like machine learning, NLP, and graph databases (Neo4j, GraphDB, Amazon Neptune), knowledge graphs power the next generation of recommendation systems, chatbots, fraud detection systems, and decision support platforms.What's InsideStep-by-step guidance on designing, building, and deploying knowledge graphs.Hands-on code examples using Neo4j, SPARQL, Cypher, and Python.Real-world case studies across finance, healthcare, retail, and cybersecurity.Advanced graph reasoning techniques: rule-based, probabilistic, and contextual reasoning.Integrating knowledge graphs with machine learning, IoT, blockchain, and Web3.Best practices for scalability, performance optimization, and ethical AI development.Who This Book Is ForAI/ML Engineers seeking to build context-aware and explainable systemsData Scientists looking to enhance machine learning models with semantic dataSoftware Developers exploring graph databases for smarter applicationsSolution Architects designing scalable enterprise AI systemsResearchers and Students interested in semantic technologies and knowledge representationWhether you're an experienced professional or just getting started with AI and knowledge graphs, this book will equip you with the skills to solve complex, real-world problems. The future of AI is knowledge-driven. Don’t fall behind—organizations that leverage knowledge graphs are already gaining a competitive edge with more intelligent, adaptive, and explainable systems. Start building smarter AI solutions today and lead the transformation in your industry. Get your copy now and start turning raw data into actionable knowledge

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Knowledge Graphs in Action: Building Powerful AI Solutions with Graph Reasoning and Semantic Models

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Knowledge Graphs in Action: Building Powerful AI Solutions with Graph Reasoning and Semantic Models

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