MLE_2023.md

layout	permalink	title	header1	header2	image	keywords	description	instructors	length
workshop_main_2day	/MLE_2023	Machine Learning	Workshop Pages for Students	Machine Learning 2023	/site_images/CBW_MLE_icon.png	Machine Learning	Machine Learning	David Wishart, Vasuk Gautam	2 days

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.

Data

Download the scripts and data for this course here

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Class Photo

Machine Learning Class of 2023

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Day 1

Welcome

Nia Hughes

Module 1: Introduction to Machine Learning

Module 1 Lecture Slides

Module 2: Decision Trees

Module 2 Lecture Slides

Module 3: Neural Networks

Module 3 Lecture Slides

Module 4: Neural Networks for Secondary Structure

Module 4 Lecture Slides

Day 2

Module 5: Gene Finding with NNs

Module 5 Lecture Slides

Module 6: Machine Learning with Keras and Scikit-Learn

Module 6 Lecture Slides

Module 7: Machine Learning with Keras and Scikit-Learn, continued

Module 7 Lecture Slides, including MetaboAnalyst bonus lecture slides

Module 8: Information Extraction with ChatGPT

Module 8 Lecture Slides