Training materials
Authors: Anthony Bretaudeau or Anup Kumar or Jan Slifka or Samaha, Georgina (orcid: 0000-0003-0419-1476) or Wendi Bacon or bgruening
and Contributors: Alex Ostrovsky or Anup Kumar
-
hands-on tutorial
A Docker-based interactive Jupyterlab powered by GPU for artificial intelligence in Galaxy
• beginnerStatistics and probability Statistics and machine learning deep-learning image-segmentation interactive-tools jupyter-lab machine-learning protein-3D-structure -
hands-on tutorial
Regression in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Classification in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Machine learning: classification and regression
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Age prediction using machine learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Basics of machine learning
• beginnerStatistics and probability Statistics and machine learning -
hands-on tutorial
Clustering in Machine Learning
• beginnerStatistics and probability Statistics and machine learning -
slides
Plates, Batches, and Barcodes
• beginnerTranscriptomics Single Cell -
hands-on tutorial
Introduction to deep learning
• beginnerStatistics and probability Statistics and machine learning