S1E2: 2: AI Knowledge Graphs for Education

Episode Details

• Date: 2025-07-21
• Duration: ~38 minutes
• Speakers:
• Host: Bret Pontillo (AWS Education Podcast Host)
• Guest: Mary Strain (AI Strategist for Education at AWS)

Episode Summary

In this insightful episode, Mary Strain shares her journey from classroom teacher to AI strategist and explores how AI Knowledge Graphs are revolutionizing higher education. The discussion covers the current challenges facing higher education institutions, innovative applications of AI, and practical solutions for universities looking to leverage artificial intelligence for student success.

Key Discussion Points

• The current crisis in higher education with approximately one college closing per week
• Using AI to enhance research capabilities and streamline administrative processes
• The role of continuing education and micro-credentials in modern higher education
• Implementation of AI Knowledge Graphs for personalized learning experiences
• How the University of Delaware leveraged 10 years of lecture content through AI
• Practical steps for institutions to begin implementing AI solutions

Featured Technologies

• Amazon SageMaker Integrated Development Environment Sandbox
• AWS S3 for data storage
• Knowledge Graph visualization tools
• RAG (Retrieval Augmented Generation)

Key Takeaways

1. Universities need to focus on efficiency and differentiation to remain competitive, with AI serving as a crucial tool for both
2. Knowledge Graphs can transform institutional data into actionable insights for student success and career guidance
3. Starting with a controlled AI sandbox environment helps institutions experiment safely while managing costs
4. AI implementation should align with existing institutional goals rather than being technology-driven

Resources Mentioned

• AWS Learning Days
• DC Summit (upcoming)
• AWS re:Invent
• AWS free courses on AI
• SageMaker IDE Sandbox
• Goldman Sachs 2024 AI report

Supplementary Links

• AWS Education resources: https://aws.amazon.com/education/
• University of Delaware AI initiatives: https://www.udel.edu/udaily/2024/february/artificial-intelligence-innovation-amazon-web-services-partnership/
• AWS SageMaker documentation: https://docs.aws.amazon.com/sagemaker/
• AWS Bedrock service information: https://aws.amazon.com/bedrock/

Tags

AWSEducation #HigherEd #AIinEducation #KnowledgeGraphs #EdTech #ContinuingEducation #StudentSuccess #ArtificialIntelligence #AWS