{"product_id":"9781633439894-knowledge-graphs-and-llms-in-action","title":"Knowledge Graphs and LLMs in Action","description":"\u003cmeta content=\"text\/html; charset=utf-8\" http-equiv=\"Content-Type\"\u003e\u003cp\u003e\u003cspan\u003e\u003cp\u003eKnowledge graphs represent a real paradigm shift in the way that machines can understand data by effectively modeling the contextual information that’s vital for human knowledge. They’re poised to help revolutionize data analysis and machine learning, with applications ranging from search engines to e-commerce and more.\u003c\/p\u003e\n\u003cbr\u003e\u003cp\u003eData overload, disconnected context, and stalled machine learning results are common frustrations for data teams. Even with vast datasets and advanced models, insights remain elusive when information is scattered and relationships are unclear. What if you could structure your data in a way that gives it meaning, connects the dots, and powers smarter, faster learning? By building knowledge graphs that integrate with large language models, you can transform disconnected information into actionable, context-rich intelligence that drives real results.\u003c\/p\u003e \u003cul\u003e\u003cli\u003eIterative top-down modeling: Aligns every graph decision with clear business questions.\u003c\/li\u003e\u003c\/ul\u003e \u003cul\u003e\u003cli\u003eOntology and taxonomy starters: Jump-start graph design from your existing structured data.\u003c\/li\u003e\u003c\/ul\u003e \u003cul\u003e\u003cli\u003ePython code walk-throughs: Let you replicate techniques on day one, no guesswork.\u003c\/li\u003e\u003c\/ul\u003e \u003cul\u003e\u003cli\u003eGNN and BERT integration: Upgrade graphs with deep learning for smarter reasoning and predictions.\u003c\/li\u003e\u003c\/ul\u003e \u003cul\u003e\u003cli\u003eReal healthcare and policing cases: Prove scalability on messy, high-stakes datasets.\u003c\/li\u003e\u003c\/ul\u003e \u003cp\u003e\u003cem\u003eKnowledge Graphs and LLMs in Action\u003c\/em\u003e by GraphAware scientists Dr. Alessandro Negro and colleagues delivers a code-rich softcover reference that unites cutting-edge research with field-tested engineering practice.\u003c\/p\u003e \u003cp\u003eStarting with business questions, you model ontologies, import varied sources, then iteratively expand your graph. Later chapters layer GNNs, transformers, and reasoning algorithms, showing complete pipelines on full-scale datasets.\u003c\/p\u003e \u003cp\u003eYou will leave with repeatable workflows, reusable code, and the confidence to connect fragmented data into intelligent, context-aware applications. Stop guessing; start delivering measurable machine learning impact.\u003c\/p\u003e\n\u003cbr\u003e\u003cbr\u003e\u003c\/span\u003e\u003c\/p\u003e","brand":"Rarewaves","offers":[{"title":"Default Title","offer_id":56750210351478,"sku":"9781633439894","price":48.71,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0092\/7504\/8033\/files\/orig_41523441_0b03780e-60f2-49d1-85b5-21606f33cc24.jpg?v=1780549382","url":"https:\/\/www.rarewaves.com\/products\/9781633439894-knowledge-graphs-and-llms-in-action","provider":"Rarewaves.com","version":"1.0","type":"link"}