Ashleigh Faith
Welcome to the IsA DataThing channel, created by Ashleigh Faith! This is a non-profit educational channel focused on demystifying neuro-symbolic AI, knowledge graphs, taxonomy, machine learning, semantic search, and data science.
Ever wondered how Amazon predicts your next purchase? Or how LinkedIn connects professionals from diverse fields? What about how Uber optimizes its pickup routes, or how Google and Siri understand your voice commands? And how do the big search engines and AI models work? It's not magic – it's science!
While I won’t claim to have all the answers, this channel is dedicated to uncovering the method behind the madness. Together, we'll explore how these technologies work and how they impact the world around us.
Let's dive into these topics and see how data science is shaping our digital experiences!
#neuo-symbolicAI #KnowledgeGraph #MachineLearning #AI #Taxonomy #Ontology #SemanticWeb #semanticSearch #InformationArchitecture #DataScience #TechExplained
How do KGs Help LLM SEO Work?
Top 3 Things LLMs Struggle With That Knowledge Graphs Can Help With (mostly about NLU)
AI & KGs in Highly-Regulated Industries w/Jacobus Geluk
What does Evidence-based Actually Mean? w/Jessica Talisman
This Taxonomy is A Mess. Can we fix it? Taxonomy quality assessment & cleanup
Data Quality& Integrity in 7 Common GenAI Training Steps
2025 Trends: Neuro-Symbolic AI w/Amy Hodler & Paco Nathan
2025 Knowledge Graph, AI, and Other Data Trends w/ Kurt Cagle and Alan Morrison
Knowledge Graph Technology Showcase Honest Review: Tom Sawyer (Winter 2024 E6)
Knowledge Graph Technology Showcase Honest Review: SciFlow (Winter 2024 E5)
Knowledge Graph Technology Showcase Honest Review: Kuzu (Winter 2024 E4)
Knowledge Graph Technology Showcase Honest Review: Image Snippets (Winter 2024 E3)
Knowledge Graph Technology Showcase Honest Review: PuppyGraph (Winter 2024 E2)
Knowledge Graph Technology Showcase Honest Review: Linkurious (Winter 2024 E1)
How I Got My Masters & PhD Fully Funded (No Debt): Sharing all my tips
Podcast: Architecture, Standards, and the Strangeness of Development
Techniques for Updating Knowledge Graph & Ontology Data Models
What does a "Good" AI Strategy Look Like? w/ Rashim Mogha
Pitfalls to Avoid When Adding AI to Mission and Vision Statements
Which is better for AI: Property Graph or Triple Store?
Crash Course: Knowledge Graph Constraints w/Examples
Geoscience Machine Learning and Semantics with guest Paul Cleverley: PODCAST
Review of Semantic Modeling for Data w/ author Panos Alexopoulos
Knowledge Graph Technology Showcase Honest Review: Metaphacts (Summer 2024 E5)
Knowledge Graph Technology Showcase Honest Review: Kobai and Kobai Saturn (Summer 2024 E4)
Knowledge Graph Technology Showcase Honest Review: Telicent (Summer 2024 E3)
Knowledge Graph Technology Showcase Honest Review: 2024 Updated ArangoDB (Summer 2024 E2)
Knowledge Graph Technology Showcase Honest Review: yWorks (Summer 2024 E1)
Review of Making Knowledge Management Clickable Book w/ authors Joe Hilger and Zach Wahl
Review of The Essential Criteria of Graph Databases Book w/ author Ricky Sun