Training materials
Difficulty level: Intermediate
and Authors: Avans Hogeschool or Helen Brown or Jan Slifka or Martin Morgan or Morris Riedel or Nadia Goué
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hands-on tutorial
Hands-on for 'SQL with R' tutorial
•• intermediatedata-science SQL R jupyter-notebook rmarkdown-notebook -
hands-on tutorial
Hands-on for 'SQL with Python' tutorial
•• intermediatedata-science SQL Python jupyter-notebook -
hands-on tutorial
Make & Snakemake
•• intermediateSoftware engineering Foundations of Data Science -
hands-on tutorial
Hands-on for 'Advanced CLI in Galaxy' tutorial
•• intermediatedata-science bash jupyter-notebook -
hands-on tutorial
Hands-on for 'SQL Educational Game - Murder Mystery' tutorial
•• intermediatedata-science game SQL jupyter-notebook -
hands-on tutorial
Analysis of molecular dynamics simulations
•• intermediateComputational chemistry -
hands-on tutorial
Setting up molecular systems
•• intermediateComputational chemistry -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning -
Video
Introduction to Machine Learning Algorithms
•• intermediateMachine learning