Think Linear: How Machines Learn with Lines

GDG on Campus Heritage Institute of Technology - Kolkata, India

Join us for a beginner-friendly intro to machine learning fundamentals, exploring how machines use lines to uncover patt...

Feb 13, 12:30 – 2:30 PM (UTC)

78 RSVP'd

Key Themes

AICertification Study GroupWorkshop / hands-on session

About this event

Join us for a beginner-friendly intro to machine learning fundamentals, exploring how machines use lines to uncover patterns in data. We'll cover Perceptron Learning Algorithm (PLA) for simplifying complex datasets. Ideal for newcomers eager to grasp ML basics.

This session will walk you through the core concepts of Machine Learning in a clear and intuitive way. You’ll explore what ML really is, why linear models are so important, how classification works using lines, and how algorithms like the Perceptron learn from mistakes and improve over time. The focus is on building intuition and confidence before moving to advanced ML topics.

Whether you’re a student starting your ML journey or someone looking to strengthen your basics, this session will give you the clarity you need to move forward.

Date: 13th February

Time: 6:00 PM - 8:00 PM

YouTube Live: https://www.youtube.com/watch?v=vk4K-uxaCXI

Organizers

  • Arijit Acharya

    Heritage Institute of Technology

    GDGoC Organizer

  • Mohit Jena

    Joint Organizer

  • Priyanshu Pilaniwala

    Tech Lead

  • Alok Raj

    Joint Tech Lead

  • Rahul Kumar

    Management Lead

  • Arunima Dutta

    Design Lead

  • Sneha Jha

    PR lead

  • Ayushi Thakur

    Marketing Lead

  • aayushmaan hitk

    CP lead

  • Sayambar Roy Chowdhury

    ML Lead

  • Srijan Sarkar

    Hacken Blockchain Auditor & Compliance

    Web3 Lead

  • arkaprobho sinharoy

    Frontend Lead

  • 025_Suparno Saha

    Game Dev Lead

  • Mohikshit Ghorai

    UI/UX lead