COS4852- Machine Learning¶
Assessments¶
COS4852 2023 Assignment 1 discussion document.pdf COS4852 2023 Assignment 2 discussion document.pdf COS4852 2023 Assignment 3 discussion document.pdf
COS4852 2024 Assignment 1.pdf COS4852 Assignment 1
Notes¶
Summary of Concept Learning.pdf Maths essentials 1.pdf Maths essentials 2.pdf 0 - Introduction.pdf 1 - Concept Learning.pdf 2 - kNN.pdf 3 - Decision trees.pdf 4 - Neural networks.pdf 5 - Genetic Algorithms.pdf 6 - Bayesian learning.pdf
Articles¶
Cybenko1989.pdf Quinlan 1986.pdf Hornik 1989.pdf
Books¶
R. Rojas - Neural Networks A Systematic Introduction.pdf A First Encounter With Machine Learning.pdf Introduction to Machine Learning.pdf