PolyU COMP5511 • Lab 6
From Rules to Data (Classic ML & MNIST)
Welcome to Assignment 2
- The Paradigm Shift: In Assignment 1, we used Symbolic AI. We wrote explicit rules (if/else, minimax) to solve problems.
- The Limitation: How do you write a rule to recognize a handwritten "8"? It's too complex!
- The Solution:Machine Learning (Connectionist AI). Instead of writing rules, we provide data and answers, and the computer learns the rules itself.
- This Week's Goal: Train a classic Machine Learning model (SVM) to recognize handwritten digits.