Training materials
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slides
Foundational Aspects of Machine Learning
• beginnerStatistics and probability Statistics and machine learning ai-ml elixir -
e-learning
Regulations/standards for AI using DOME
•• intermediateStatistics and probability Statistics and machine learning ai-ml elixir -
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
Multiomics data analysis using MultiGSEA
• beginnerProteomics metabolomics multi-omics proteomics transcriptomics -
e-learning
Multi-sample batch correction with Harmony and SnapATAC2
•• intermediate10x Single Cell epigenetics -
e-learning
Text-Mining Differences in Chinese Newspaper Articles
• beginnerStatistics and probability Digital Humanities text mining -
e-learning
Deciphering Virus Populations - Single Nucleotide Variants (SNVs) and Specificities in Baculovirus Isolates
•• intermediateGenetic variation Variant Analysis -
e-learning
Pseudobulk Analysis with Decoupler and EdgeR
• beginnerSingle Cell pseudobulk transcriptomics -
e-learning
Neoantigen 2: Non-Reference-Database-Generation
• beginnerProteomics label-free