Machine Learning and Intelligent Systems
MALIS - Fall 2024 Fri 13:30 - 16:45


Content and tentative timeline

Date           Lecture Notes
Week 1
Oct 4
Generic badge   Introduction; Supervised Learning Setup; kNNs  
Week 2
Oct 11
Generic badge   No lecture  
Week 3
Oct 18
Generic badge   Linear models for regression Project 1
Week 4
Oct 25
Generic badge   Linear Models for Classification; The Perceptron; Gradient Descent  
Week 5
Nov 8
Generic badge   Linear Classification  
Week 6
Nov 15
Generic badge   Lab 1 Project 1 due
Week 7
Nov 22
Generic badge   Lab 2 - Lecture: LDA & Logistic Regression Project 2
Week 9
Nov 29
Generic badge   Support Vector Machines and Kernels  
Week 10
Dec 6
Generic badge   Bias Variance Decomposition; Regularization  
Week 11
Dec 13
Generic badge   Lab 3 - Lecture: Validation recap and Kernels Project 3
Week 12
Dec 20
Generic badge   Trees Project 2 due
Week 13
Jan 10
Generic badge    
Week 14
Jan 17
Generic badge    
Week 15
Jan 23
Generic badge    
Week 15
Jan 24
Generic badge   Lab 4 Project 3 due