
GDG on Campus Conestoga College, Waterloo Campus - Waterloo, Canada
Curious about how AI actually works under the hood?Join us for a fun, beginner-friendly session where we’ll strip away t...
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Curious about how AI actually works under the hood?
Join us for a fun, beginner-friendly session where we’ll strip away the buzzwords and see how simple math powers everything from spam filters to ChatGPT!
In just one hour, you’ll see that AI isn’t magic — it’s just organized math, made meaningful.
What You’ll Learn:
📊 Naive Bayes Made Simple – Build a spam classifier from scratch using probability
📈 Linear & Logistic Regression – How machines “fit” data and make decisions
🧭 Vectors & Meaning – Visualize how words become numbers (and why that matters)
🤖 From Basics to Big Models – See how these small ideas scale up to LLMs and RAG systems
🧩 Math Without Fear – Understand complex terms like “sigmoid” and “Gaussian” through intuition
📅 Date: 7 November 2025
🕒 Time: 6:30 PM to 8:30 PM
📍 Location: Conestoga College Waterloo Campus, Room 1G05
This workshop is perfect for curious CS students (2nd–4th year) who’ve heard of AI but never really understood how it works — no advanced math or ML experience required!
💻 Prerequisites:
Laptop
Python
Enthusiasm to learn and experiment with Unity!
Speaker Information:
Praise Prince - https://www.linkedin.com/in/praiseprince/
Hosted by:
Arsh Chauhan - https://www.linkedin.com/in/arshchau/
November 7 – 8, 2025
11:30 PM – 3:00 AM (UTC)
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Conestoga College
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Conestoga College
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