Training materials
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e-learning
Deep Learning (without Generative Artificial Intelligence) using Python
•• intermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
e-learning
Generative Artificial Intelligence and Large Langage Model using Python
•• intermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
e-learning
Foundational Aspects of Machine Learning using Python
•• intermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook -
e-learning
Neural networks using Python
•• intermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
e-learning
Filter, plot and explore single-cell RNA-seq data with Scanpy (Python)
• beginnerMIGHTS Single Cell jupyter-notebook paper-replication -
e-learning
Generating a single cell matrix using Alevin and combining datasets (bash + R)
• beginner10x MIGHTS Single Cell jupyter-notebook paper-replication -
e-learning
Filter, plot, and explore single cell RNA-seq data with Seurat (R)
• beginnerMIGHTS Single Cell jupyter-notebook paper-replication rmarkdown-notebook -
e-learning
Inferring single cell trajectories with Monocle3 (R)
• beginnerMIGHTS Single Cell jupyter-notebook paper-replication rmarkdown-notebook -
e-learning
Inferring single cell trajectories with Scanpy (Python)
• beginnerMIGHTS Single Cell jupyter-notebook paper-replication -
e-learning
Pangeo Notebook in Galaxy - Introduction to Xarray
• beginnerClimate interactive-tools jupyter-notebook pangeo