Training materials
Related resources: Jupyter Notebook (with Solutions)
and Include broken links: true
and Contributors: Saskia Hiltemann
-
PaN Training
e-learning
SQL with Python
•• IntermediateSoftware engineering Foundations of Data Science Python SQL jupyter-notebook -
ELIXIR TeSS
slides
Foundational Aspects of Machine Learning
• BeginnerStatistics and probability Statistics and machine learning ai-ml elixir -
ELIXIR TeSS
e-learning
Foundational Aspects of Machine Learning using Python
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook -
ELIXIR TeSS
e-learning
Neural networks using Python
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir jupyter-notebook work-in-progress -
ELIXIR TeSS
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 -
ELIXIR TeSS
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 -
ELIXIR TeSS
e-learning
Regulations/standards for AI using DOME
•• IntermediateStatistics and probability Statistics and machine learning ai-ml elixir -
ELIXIR TeSS
e-learning
Filter, plot and explore single-cell RNA-seq data with Scanpy (Python)
• BeginnerMIGHTS Single Cell jupyter-notebook paper-replication -
ELIXIR TeSS
e-learning
Generating a single cell matrix using Alevin and combining datasets (bash + R)
• Beginner10x MIGHTS Single Cell jupyter-notebook paper-replication -
ELIXIR TeSS
e-learning
Introduction to sequencing with Python (part two)
• BeginnerSoftware engineering Foundations of Data Science jupyter-notebook