Understanding LLM Embeddings: From Text to Meaning

Platform Calgary, 407 9 Ave SE, Calgary, T2G 2K7

GDG Cloud Calgary

In this interactive workshop, participants will learn how modern AI systems understand text using embeddings, numerical ...

Feb 13, 1:00 – 2:00 AM (UTC)

23 RSVP'd

Key Themes

AI

About this event

In this interactive workshop, participants will learn how modern AI systems understand text using embeddings, numerical representations that capture meaning. The session introduces core concepts behind Large Language Models (LLMs) in an accessible way, then moves into real-world applications such as semantic search and recommendations. Participants will explore a small dataset, visualize how meaning is represented in vector space using free online tools, and attempt a hands-on challenge to see how AI compares and groups text based on meaning. The workshop concludes with discussion, mentoring, and ethical considerations of AI systems.

Visit us at typeshift.ca

Virtual Link: https://events.teams.microsoft.com/event/7174ac54-3888-4b84-a6a2-bede83da30d8@4302abb2-67ba-4a6c-95a1-77e7fb2735c0

When

When

Friday, February 13, 2026
1:00 AM – 2:00 AM (UTC)

Speaker

  • Antarpreet Singh

    Angra Inc

    Founder

Organizers

  • Antarpreet Singh

    ᐳᐅ!DEVFESTYYC

    Platforms

  • Ben Nakaska

    Technical Expert, Activation ᐳᐅ!DEVFESTYYC

  • Greg Bennett

    AIRIA

    Chapter Founder

  • Jocelyn Phu

    GDG Organizer, People Experiences

  • Renato Niro

    atVenu

    Director, Production ᐳᐅ!DEVFESTYYC

  • Rebecca Sharpe

    Director, Operations ᐳᐅ!DEVFESTYYC

  • Sherry Yang

    The Adaptavist Group

    GDG Organizer, Women Techmakers Ambassador