Ashleigh Faith IsA DataThing Podcast

Ashleigh Faith
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Welcome to the IsA DataThing channel, created by Ashleigh Faith! These episodes, as well as episodes with more visuals, are also available on my YouTube channel as well: https://www.youtube.com/@AshleighFaith 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

Episodes

  1. AI & KGs inHighly-Regulated Industries

    04/17/2025

    AI & KGs inHighly-Regulated Industries

    Knowledge graphs and AI in highly regulated spaces like banking, insurance, investments, and healthcare have special considerations, risks, and rewards. Join me and Jacobus Geluk in walking through his experience in the field using KGs and AI for these types of use cases.

    45 min
  2. What does Evidence-based Actually Mean? w/Jessica Talisman

    03/19/2025

    What does Evidence-based Actually Mean? w/Jessica Talisman

    How can you tell if research is authentic, valid, and evidence-based? There are research practices that are common in academic research, but does corporate research follow the same? It probably should, but is it being followed? Join me and my guest Jessica Talisman in discussion thins topic!

    36 min
  3. Data Quality& Integrity in 7 Common GenAI Training Steps

    02/20/2025

    Data Quality& Integrity in 7 Common GenAI Training Steps

    What is AI training, what are the most common steps in genAI training, and where is data quality and integrity the most critical to genAI training? We explore this and more in this video focused on the importance of knowing where your data came from, how clean and comprehensive it is, and how this affects genAI outputs.

    22 min
  4. 2025 Trends: Neuro-Symbolic AI w/Amy Hodler & Paco Nathan

    01/22/2025

    2025 Trends: Neuro-Symbolic AI w/Amy Hodler & Paco Nathan

    What does the intersection of AI and knowledge graphs look in 2025? How is neuro-symbolic AI going to develop and change things moving forward, and what other AI and knowledge graph trends might we see? Join me and my special guests Amy and Nathan in a conversation on these topics!

    50 min
  5. 2025 Knowledge Graph, AI, and Other Data Trends w/ Kurt Cagle and Alan Morrison

    01/07/2025

    2025 Knowledge Graph, AI, and Other Data Trends w/ Kurt Cagle and Alan Morrison

    What are the knowledge graph, AI, and other data science trends in store for 2025? Join me, Kurt Cagle, and Alison Morrison for our annual "whats Next in Data" trends and predictions podcast!

    1 hr
  • 5 Episodes

About

Welcome to the IsA DataThing channel, created by Ashleigh Faith! These episodes, as well as episodes with more visuals, are also available on my YouTube channel as well: https://www.youtube.com/@AshleighFaith 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

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