Machine Learning 2024
Welcome
The course schedule can be found here
Pre-Workshop Materials
Pre-work including programs to install can be found here.
Data and scripts for this workshop can be found here: CBW-MachineLearning-2024.zip.
Class Photo
Coming soon!
Day 1
Module 1: Introduction to Machine Learning
Module 1 Lecture Recording
Module 1 Lecture Slides
Module 2: Introduction to Decision Trees
Module 2 Lecture Recording
Module 2 Lecture Slides
Module 3: Introduction to Neural Networks
Module 3 Lecture Recording
Module 3 Lecture Slides
Module 4: Artificial Neural Networks for Secondary Structure Prediction
Module 4 Lecture Recording
Module 4 Lecture Slides
Day 2
Module 5: Gene Finding with ANNs
Module 5 Lecture Recording
Module 5 Lecture Slides
Module 6: Machine Learning with Keras and Scikit-Learn pt. 1
Module 6 Lecture Recording
Module 6 Lecture Slides
Module 7: Machine Learning with Keras and Scikit-Learn pt. 2
Module 7 Lecture Recording
Module 7 Lecture Slides