MLE_2024.md

layout	permalink	title	header1	header2	image	keywords	description	instructors	length
workshop_main_2day	/MLE_2024	Machine Learning 2024	Workshop Pages for Students	Machine Learning 2024	/site_images/CBW_MLE_icon.png	Machine Learning	Machine Learning	David Wishart	2 days

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.

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Class Photo

Coming soon!

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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

Module 8: Coding and Information Extraction with ChatGPT

Module 3 Lecture Recording
Module 8 Lecture Slides