Introduction to Machine Learning (ITML)

Daniel Kudenko

Files for ITML Assessment: hum-pos and hum-neg

Lecture / practical lab schedule

Section

Lecture Notes (pdf)

Reading 

Practical lab

1 (DK)

Introduction to Inductive Learning

HERE

 

2 (DK)

Decision Tree Learning

HERE

Problem Sheet 1 (C4.5 primer)

Promoter Sequences

Non-Promoter Sequences

3 (DK)

Constructive Induction

HERE

Problem Sheet 2

4 (DK)

Nearest Neighbour Methods

HERE

Problem Sheet 3

5 (DK)

Computing Similarity & Handout

HERE