MP4 - Introduction To Knowledge Graphs

Introduction To Knowledge Graphs




Level: Intermediate | Genre: eLearning | Language: English + subtitle | Duration: 59m 30s | Size: 115 MB

AI systems often struggle to leverage the rich relationships hidden across disconnected datasets, limiting their ability to reason, explain decisions, and deliver truly intelligent results.
What you'll learn
AI systems often struggle to leverage the rich relationships hidden across disconnected datasets, limiting their ability to reason, explain decisions, and deliver truly intelligent results. In this course, Introduction to Knowledge Graphs, you'll gain the ability to understand, evaluate, and apply knowledge graph concepts to real-world AI problems. First, you'll explore how knowledge graphs represent information through entities, relationships, and graph structures like RDF triples. Next, you'll discover how ontologies and schemas bring semantic structure, enabling reasoning and interoperability. Finally, you'll learn how to assess knowledge graph applications across industries and navigate the ecosystem of standards, tools, and best practices. When you're finished with this course, you'll have the skills and knowledge of knowledge graphs needed to make informed decisions about when and how to use them in your AI systems.