Training materials
Node: Belgium
and Scientific topics: Mass spectrometry or Software engineering or Machine learning
-
hands-on tutorial
Gentle Introduction to Python
• beginnerPython script Software engineering Programming Python -
hands-on tutorial
AlphaFold and friends on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction AlphaFold Database (13181) -
hands-on tutorial
R introduction
• beginnerR script Software engineering data visualisation programming -
hands-on tutorial
Introduction to Git and Github
• beginnerSoftware engineering Git Github Version control -
hands-on tutorial
A tour of Machine Learning
•• intermediateMachine learning Classification Deep Learning Machine Learning -
Slideshow, Training materials
Prediction of protein structures and complexes with AlphaFold on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction Structure visualisation Multiple sequence alignment AlphaFold Database (13181) -
Video
Deep Learning using a Convolutional Neural Network
•• intermediateMachine learning -
Video
Introduction to Machine Learning Algorithms
•• intermediateMachine learning -
Jupyter notebooks
Gentle hands-on introduction to Python programming
• beginnerSoftware engineering Python programming