KAUST stage 2 2025

Materials for Intro to AI 2025

Course Content

Topics	Lectures	Labs	Solutions
Linear Regression	Linear Regression Lecture Doctor's Notes	Prepare Hamza Lab Linear Regression Basics Linear Regression Advanced R-Squared
Classification	Classification Lecture Doctor's Notes	Iyas Basic Preparation Logistic Regression Basics Classification Advanced
Neural Networks	Neural Networks Lecture Doctor's Notes	Bremoo NN Titanic Dataset Neural Networks Preparation Neural Networks MNIST Neural Networks PyTorch MNIST CIFAR10 using PyTorch EMNIST using PyTorch	🚀 🔠🔡
Advanced Topics	Advanced Topics Lecture Doctor's Notes All Days Slides with Notes	PyTorch AutoEncoder MNIST Logistic Regression Breast Cancer