Training materials
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ELIXIR TeSS
Online Resource
Data Handling
Dataset FAIR Metadata biological research data import data processing data summarisation data visualisation python reproducibility …
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ELIXIR TeSS
Online Resource
Networks
data summarisation data visualisation machine learning python statistics
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ELIXIR TeSS
Online Resource
Classical Machine Learning
classification cross-validation data summarisation data visualisation deep learning feature engineering machine learning model evaluation python pytorch …
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ELIXIR TeSS
Online Resource
FAIR pointers
Clinical Dataset Dataset FAIR Metadata Open Science data licensing data management plan data sharing data stewardship persistent identifie …
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ELIXIR TeSS
Online Resource
Workflows with Nextflow
Docker HPC Linux Nextflow Singularity bash bioinformatics cloud computing containers data processing …
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ELIXIR TeSS
Online Resource
Workflows with Snakemake
DAG (directed acycli HPC Linux Snakefile bash bioinformatics data processing job scheduling python reproducibility …
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ELIXIR TeSS
Online Resource
FAIR in Biological Practice
Clinical Dataset Dataset FAIR Metadata Open Science biological research data licensing data management plan data sharing data stewardship …
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ELIXIR TeSS
Online Resource
High Dimensional Statistics in R
R RStudio clustering data summarisation factor analysis hierarchical cluster high-dimensional dat k-means multivariate statist principal component …
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ELIXIR TeSS
Online Resource
Introduction to Conda
Conda data processing dependency managemen environment manageme package management python reproducible environ virtual environments
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ELIXIR TeSS
Online Resource
Introduction to Machine Learning In Python
classification cross-validation data summarisation data visualisation feature engineering machine learning model evaluation python regression scikit-learn …