Description
Knowledge Graphs and LLMs in Action, Video Edition is a course on combining structured knowledge with the power of large language models published by Oreilly Online Academy. This is a practical, project-based course that demonstrates how modern AI applications combine structured knowledge with the power of large language models. The course explains the principles of knowledge graphs, how they organize information into meaningful relationships, and how they can dramatically improve the accuracy, reasoning, and reliability of AI systems. You will learn how to build, query, and visualize knowledge graphs, integrate them with LLMs, increase rapid quality, and design hybrid systems that combine symbolic reasoning with generative AI.
This course covers knowledge graph principles, graph data modeling, ontology design, querying with SPARQL, merging graphs with LLMs, increasing AI reasoning and accuracy, rapid engineering with structured data, hybrid AI system design, semantic search, entity linking, real-world use cases, visualization tools, and practical workflows for building intelligent, connected applications. Through hands-on demonstrations, real-world examples, and step-by-step workflows, this course guides you from core concepts to building intelligent applications such as chatbots, recommender systems, and semantic search tools.
What you will learn in Knowledge Graphs and LLMs in Action, Video Edition:
- Designing knowledge graphs for real-world needs
- Building KGs from structured and unstructured data
- Applying machine learning to enrich, complete, and analyze graphs
- Pairing knowledge graphs with RAG systems
- And…
Course specifications
Publisher: Oreilly
Instructors: Giuseppe Futia ,Vlastimil Kus ,Fabio Montagna and Alessandro Negro
Language: English
Level: Introductory to Advanced
Number of Lessons: 103
Duration: 13 hours and 22 minutes
Course topics
Knowledge Graphs and LLMs in Action, Video Edition Prerequisites
None
Pictures
Knowledge Graphs and LLMs in Action, Video Edition introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
1.9 GB