Machine-Learning
The following folder has codes which were completed as part of assignments and project of Machine Learning course, EE4108 Machine Learning part of the Erasmus Mundus Joint Masters Degree Program, PIXNET at Aston University 2020-2021.
In case of any error identifications, feedback, help or explanation please contact on rodro307.jahan@gmail.com or https://www.linkedin.com/in/samaun-rodro
The course was taught by Professor Stylianos Sygletos, email: s.sygletos@aston.ac.uk All the assignments were completed with his guidance and credits for questions go to him.
Assignment 1 and 2 mainly deal with mathematical derivations, assignments 3, 4 and 5 consists of coding.
For each assignment there is a separate folder, each coding task has a jupyter notebook as well as pdf version.
The codes deals with different classification problems, Neural network, ML techniques and algorithms such as linear regression, Bayesian regression, Kernel ridge regression, Robbins-Munro, APA, NLMS, RLS and back propagation algorithms
Thank you!