Training materials
Difficulty level: Intermediate
and Scientific topics: Bayesian methods or Bioimaging or Computational chemistry or Genetic variation or Microarray experiment or Sample collections or Transcriptomics
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hands-on tutorial
Pathway analysis with the MINERVA Platform
•• intermediateTranscriptomics bulk cyoa rna-seq viz -
Bioinformatics, Computational Biology, Computer Science, Programming, Coding, Education, Data Science, Transcriptomics, Machine Learning
R for Data Science
•• intermediateBioinformatics Computational biology Machine learning Transcriptomics Computational Biology Coding Programming Data Science Data Analysis Computer Science Machine Learning -
hands-on tutorial
Supervised Learning with Hyperdimensional Computing
•• intermediateStatistics and probability Statistics and machine learning -
hands-on tutorial
Bulk RNASeq analysis
•• intermediateTranscriptomics Gene expression Differential gene expression profiling Expression analysis Data analysis NGS RNASeq transcriptomics -
hands-on tutorial
Avian influenza viral strain analysis from gene segment sequencing data
•• intermediateGenetic variation Variant Analysis one-health virology -
Slides, course materials, hands-on tutorial
Organisation and utilisation of hologenomic datasets – course notes
•• intermediateMetatranscriptomics Sample collections Metabolomics Metagenomics hologenomics metagenomics MGnify Workshop -
hands-on tutorial
Mutation calling, viral genome reconstruction and lineage/clade assignment from SARS-CoV-2 sequencing data
•• intermediateGenetic variation Variant Analysis covid19 one-health virology -
hands-on tutorial
M. tuberculosis Variant Analysis
•• intermediateGenetic variation Genomics Microbiology Sequence assembly Public health and epidemiology Infectious disease Variant Analysis microgalaxy one-health prokaryote tuberculosis -
hands-on tutorial
Visualization of RNA-Seq results with Volcano Plot in R
•• intermediateTranscriptomics interactive-tools -
hands-on tutorial
Introduction to Machine Learning using R
•• intermediateStatistics and probability Statistics and machine learning interactive-tools
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