Training materials
Licence: Creative Commons Attribution 4.0 International or Creative Commons Attribution Share Alike 4.0 In...
and Authors: Jared Simpson or Jessica Kirkpatrick krkptrc2@illinois.edu or Kaivan Kamali or Mark Fernandes or Tuur Muyldermans or pajanne
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hands-on tutorial
Image classification in Galaxy with fruit 360 dataset
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Deep Learning (Part 2) - Recurrent neural networks (RNN)
• beginnerStatistics and probability Statistics and machine learning -
slides
Recurrent neural networks (RNN) Deep Learning - Part 2
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Deep Learning (Part 1) - Feedforward neural networks (FNN)
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Deep Learning (Part 3) - Convolutional neural networks (CNN)
• beginnerStatistics and probability Statistics and machine learning -
slides
Image classification in Galaxy with fruit 360 dataset
• beginnerStatistics and probability Statistics and machine learning -
slides
Convolutional neural networks (CNN) Deep Learning - Part 3
• beginnerStatistics and probability Statistics and machine learning -
slides
Feedforward neural networks (FNN) Deep Learning - Part 1
• beginnerStatistics and probability Statistics and machine learning -
Training materials
Containers & Workflow pipelines workshop
•• intermediateContainers Nextflow -
Presentation
Reproducible data analysis with RStudio, github and Rmarkdown
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