Machine Learning 2021
Welcome
The course schedule can be found here
Meet your faculty here
Pre-Workshop Materials
Pre-work including programs to install can be found here.
Class Photo
comming soon
Day 1
Welcome
Francis
Modules
David Wishart
Module 1: Introduction to Machine Learning
Module 2 Lecture & Lab: Decision Trees
Module 3 Lecture: Neural Networks
Module 4 Lab: Neural Networks for secondary structure
Labs
Python Code
All the python code used in the workshop can be found here
R Code
Alternatively, all the R code used in the workshop can be found here
Data
You can find the data used in each module in each respective folder in both the Python and R code folders, but you can also find all the data used in the workhop here
Day 2
Welcome
Francis
Modules
David Wishart
Module 5 Lecture: Hidden Markov Models
Module 6 Lab: Gene Finding with NNs and HMMs
Module 7 Lecture: Machine Learning with Keras & Scikit-Learn
Module 8 Lab: Machine Learning with Keras & Scikit-Learn
Everything
You can find all slides, code and data here ***