Knowledge Graphs for Seamless Integration: Unlock the Secrets of Knowledge Graphs to Transform Your Data Strategy, Boost Your AI and Analytics Power I
暫譯: 無縫整合的知識圖譜:解鎖知識圖譜的秘密,轉變您的數據策略,提升您的AI與分析能力

Deckman, William

  • 出版商: Independently Published
  • 出版日期: 2025-01-12
  • 售價: $920
  • 貴賓價: 9.5$874
  • 語言: 英文
  • 頁數: 114
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 9798306786964
  • ISBN-13: 9798306786964
  • 相關分類: 人工智慧
  • 海外代購書籍(需單獨結帳)

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商品描述

Unleash the transformative potential of Knowledge Graphs in one comprehensive resource that merges Knowledge Graphs Fundamental, Techniques and Applications with real-world insights on Knowledge Graph Applied. Discover how to seamlessly integrate Knowledge Graphs Data in Context through step-by-step guides on Knowledge Graph RAG and Knowledge Graph-Enhanced RAG, all while mastering Knowledge Graph Python to build domain-specific solutions. This book clarifies the process of Domain Specific Knowledge Graph Construction, highlighting the interplay between Natural Language Processing, Machine Learning with Graph Databases, and Graph Neural Networks to deliver dynamic, AI-driven strategies.

Whether you are Building Neo4j Knowledge Graphs from scratch or expanding existing infrastructures, you will explore critical topics such as Semantic Web and RDF, AI Knowledge Graph workflows, and Graph Powered AI. By placing Knowledge Graph for Machine Learning at the forefront, this guide reveals how to elevate data-driven decision-making through targeted techniques in Knowledge Graph for Data Analytics. Each chapter links key concepts to practical implementation, ensuring that readers can adapt and innovate with cutting-edge applications in diverse fields.

Designed for professionals, researchers, and data enthusiasts, this resource offers proven methods to optimize data discovery, enhance operational efficiency, and harness advanced insights. From automating RAG pipelines to constructing sophisticated ontologies, each section outlines best practices that reflect the latest industry trends. Embrace the power of knowledge graphs and secure a competitive edge with a clear blueprint for constructing, deploying, and expanding intelligent systems that deliver measurable results.

商品描述(中文翻譯)

釋放知識圖譜的轉型潛力,這本綜合資源將知識圖譜的基本原理、技術與應用知識圖譜的實際應用的現實洞察相結合。探索如何通過逐步指南無縫整合知識圖譜的上下文數據,包括知識圖譜RAG知識圖譜增強RAG,同時掌握知識圖譜Python以構建特定領域的解決方案。本書澄清了特定領域知識圖譜構建的過程,強調了自然語言處理圖形數據庫的機器學習圖神經網絡之間的相互作用,以提供動態的、以AI驅動的策略。

無論您是從零開始構建Neo4j知識圖譜還是擴展現有基礎設施,您都將探索關鍵主題,如語義網和RDFAI知識圖譜工作流程和圖形驅動的AI。通過將知識圖譜應用於機器學習置於前沿,本指南揭示了如何通過針對性的技術提升數據驅動的決策制定,特別是在知識圖譜應用於數據分析方面。每一章都將關鍵概念與實際實施相連結,確保讀者能夠適應並創新,應用於各個領域的尖端應用。

本資源專為專業人士、研究人員和數據愛好者設計,提供經過驗證的方法來優化數據發現、提高運營效率並利用先進的洞察力。從自動化RAG管道到構建複雜的本體,每個部分都概述了反映最新行業趨勢的最佳實踐。擁抱知識圖譜的力量,並通過清晰的藍圖來構建、部署和擴展智能系統,從而獲得可衡量的結果,確保競爭優勢。