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imagehttps://public.confluence.arizona.edu/download/attachments/128811060/circuits-1422928.jpg?api=v2
actionTitleInteractive Exercises
actionUrlhttps://ua-researchcomputing-hpc.github.io/Intro-to-Machine-Learning/
titleMachine Learning on HPC


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About

We see a lot of growth in the use of Machine Learning and Deep Learning across many domains. We provide two workshops, one in Python and the other in R, that provide some basic ML information and some hands-on exercises. Once you have an HPC account you can use our Jupyter notebooks or RStudio. You can also do the exercises on your laptop. We can also bring these to department meetings.

There are many courses you can take online if you want to increase your knowledge of Machine Learning or Deep Learning.  Here is a popular one:

https://course.fast.ai/



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Table of Contents



Training Schedule

Machine Learning in PythonZoom

Training Materials

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labelMachine Learning in Python
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Machine Learning in Python

This short training class provides a brief introduction to key concepts of machine learning.  The short lecture will be followed by two hands-on examples that emphasize running a Jupyter notebook on the HPC supercomputers. For the presence workshop you can stick around and use this as a consulting session.

Upcoming Workshops

DateTimeLocationRegistration

 

9:00 - 10:00am
r RMachine Learning in R RThis short training class provides a brief introduction to key concepts of machine learning It's a little different from the above one even considering the focus on R instead of .  The short lecture will be followed by two hands-on examples that emphasize using RStudio on the HPC supercomputers.  You can use RStudio on your laptop if you prefer.  

Upcoming Workshops

Not necessary
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Machine Learning in
Python
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9:00 - 10:00amZoomNot necessary
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training


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Python Training Materials


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labelMachine Learning in Python
cardClick here for to see a PDF of the Python ML slides
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idPython Training Materials
oldClick here for to see a PDF of the Python ML slides
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Workshop PDF

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Click here for a video presentation of our workshop
Card
title-oldClick here for a video presentation of our workshop
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Video Presentation

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Click image for our interactive guide
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Interactive Guide

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labelMachine Learning in R

This short training class provides a brief introduction to key concepts of machine learning It's a little different from the above one even considering the focus on R instead of Python.  The short lecture will be followed by two hands-on examples that emphasize using RStudio on the HPC supercomputers.  You can use RStudio on your laptop if you prefer.  

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Machine Learning in R

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View file
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