Supervised Learning from Scratch: The Math Behind Machine Learning

Alpha Arts And Science College, Thiru Vika Nagar, Chettiyar Agaram, Chennai, 600077

GDG on Campus Alpha Arts and Science College - Chennai, India

College students eager to dive into the mathematical foundations of Machine Learning should attend this focused session at GDG Alpha Arts and Science College. Explore supervised learning, model optimization, and intuitive ML predictions with tech leader Asik Kani. Happening on August 31 at 9:00 AM IST in AASC Seminar Hall, this is a chance to strengthen your ML foundations.

Aug 31, 3:30 – 5:30 AM (UTC)

130 RSVP'd

Key Themes

AIGet CertifiedTech Talk / MeetupWorkshop / hands-on session

About this event

A focused learning session exclusively for college students who want to understand the mathematical foundations of Machine Learning.

Join GDG Alpha Arts and Science College to explore how supervised learning works from the ground up, with a focus on the math and intuition behind ML models.

What you’ll explore:

  • Mathematical foundations of Machine Learning

  • How supervised learning works

  • How models learn from data

  • Loss functions and optimization

  • The intuition behind ML predictions

🎙️ Speaker: Asik Kani
🏆 Featured Tech Leader & 5× Hackathon Champion

📅 August 31
9:00 AM IST
📍 AASC Seminar Hall

Eligibility: College Students Only

Note: Make sure You come with laptops fully charged as there is a Hands on session

Come build a stronger understanding of Machine Learning—from the math to the model.

When

When

Monday, August 31, 2026
3:30 AM – 5:30 AM (UTC)

Speaker

  • Asik kani P

    VIT

    AI/Ml Engineer

Mentor

  • Naveen Kumar S

    Alpha Arts and Science College

    Mentor

Host

  • Karthik krishnan GS

    Alpha Arts and Science College

    Web Developer

Organizers

  • Nida Fathima H

    GDGoC Organizer

  • Karthik krishnan GS

    GDGoC Co-Organizer