🔧 Model Forge Ep 1 – Optimization Algorithms in Machine Learning

Crafting AI, one layer at a time! Don't miss out!!

Model Forge is a student-led initiative dedicated to simplifying AI and Machine Learning concepts through interactive webinars and live demos. In each episode, we break down complex topics into actionable, intuitive knowledge — one concept at a time.

In Episode 1, we explore the heart of machine learning: Optimization Algorithms. From basic gradient descent to advanced techniques like Adam, discover how machines learn to minimize errors and improve performance.

📅 Event Details

🗓️ Date: Friday, June 11, 2025
🕢 Time: 7:30 PM
📍 Venue: Online
💻 Platform: Google Meet (Link will be emailed to registered participants)
🎙️ Instructor: Ishwor Pokharel (AI Fellow, Fusemachines)

🎯 What You’ll Learn ?

🧠 Introduction to ML Models
📉 Understanding Cost/Loss Functions
🔁 Role of Gradients in Learning
📐 Gradient Descent – Math & Intuition
⚙️ Why Adam Optimizer Rocks Deep Learning