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From Hackathons to AI Mastery: Understanding Vectors and Embeddings | 35
Manage episode 424585587 series 3530639
Innehåll tillhandahållet av Amith Nagarajan and Mallory Mejias, Amith Nagarajan, and Mallory Mejias. Allt poddinnehåll inklusive avsnitt, grafik och podcastbeskrivningar laddas upp och tillhandahålls direkt av Amith Nagarajan and Mallory Mejias, Amith Nagarajan, and Mallory Mejias eller deras podcastplattformspartner. Om du tror att någon använder ditt upphovsrättsskyddade verk utan din tillåtelse kan du följa processen som beskrivs här https://sv.player.fm/legal.
In this episode of the Sidecar Sync, hosts Amith and Mallory delve into the fascinating world of vectors and embeddings in AI technology. They break down complex concepts into understandable terms, exploring how vectors represent data in multi-dimensional space and the transformative potential of AI, comparing it to the early days of the internet. Amith shares insights from a recent AI Hackathon, and they discuss practical applications for associations, such as professional networking and content personalization. Tune in to learn how these technologies can revolutionize data handling and provide personalized experiences for members.
🔎 To learn more check out this ‘OpenAI Embeddings and Vector Databases Crash Course’:
https://youtu.be/ySus5ZS0b94?si=sZTt_42WprgsiGvt
Chapters:
0:00 Exploring Vectors in AI Technology
3:54 Understanding Vectors in AI Technology
18:05 Assigning Numeric Values to Semantics
26:48 Discovering Bias and Vector Databases
38:33 Implementing Vector Databases in AI
🚀 Follow Sidecar on LinkedIn
https://linkedin.com/sidecar-global
Please like & subscribe!
🇽 https://twitter.com/sidecarglobal
🌐 https://sidecarglobal.com
More about Your Hosts:
Amith Nagarajan is the Chairman of Blue Cypress 🔗 https://BlueCypress.io, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.
📣 Follow Amith on LinkedIn:
https://linkedin.com/amithnagarajan
Mallory Mejias is the Manager at Sidecar, and she's passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the associat
🚀 Follow Sidecar on LinkedIn
https://linkedin.com/sidecar-global
👍 Please Like & Subscribe!
https://twitter.com/sidecarglobal
https://www.youtube.com/@SidecarSync
https://sidecarglobal.com
More about Your Hosts:
Amith Nagarajan is the Chairman of Blue Cypress 🔗 https://BlueCypress.io, a family of purpose-driven companies and proud practitioners of Conscious Capitalism. The Blue Cypress companies focus on helping associations, non-profits, and other purpose-driven organizations achieve long-term success. Amith is also an active early-stage investor in B2B SaaS companies. He’s had the good fortune of nearly three decades of success as an entrepreneur and enjoys helping others in their journey.
📣 Follow Amith on LinkedIn:
https://linkedin.com/amithnagarajan
Mallory Mejias is the Manager at Sidecar, and she's passionate about creating opportunities for association professionals to learn, grow, and better serve their members using artificial intelligence. She enjoys blending creativity and innovation to produce fresh, meaningful content for the association space.
📣 Follow Mallory on Linkedin:
https://linkedin.com/mallorymejias
Kapitel
1. Exploring Vectors in AI Technology (00:00:00)
2. Understanding Vectors in AI Technology (00:03:54)
3. Assigning Numeric Values to Semantics (00:18:05)
4. Discovering Bias and Vector Databases (00:26:48)
5. Implementing Vector Databases in AI (00:38:33)
47 episoder
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