Training materials
Target audience: Students
and Scientific topics: Data mining or Machine learning or Metabolomics or Molecular biology or Personal genomics or Probabilistic graphical model or Sample collections or Systems biology
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hands-on tutorial
Fine tune large protein model (ProtTrans) using HuggingFace
• beginnerStatistics and probability Statistics and machine learning deep-learning dephosphorylation-site-prediction fine-tuning interactive-tools jupyter-lab machine-learning -
hands-on tutorial
Checking expected species and contamination in bacterial isolate
• beginnerEcology Whole genome sequencing Genomics Microbiology Microbial ecology bacteria illumina microgalaxy -
hands-on tutorial
Identification of AMR genes in an assembled bacterial genome
• beginnerWhole genome sequencing Public health and epidemiology Genomics Microbiology Sequence analysis Infectious disease Antimicrobial Resistance Genome Annotation amr gmod illumina jbrowse1 microgalaxy one-health -
hands-on tutorial
Bacterial Genome Annotation
• beginnerGenomics Microbiology Gene and protein families Sequence analysis Whole genome sequencing Functional genomics Mobile genetic elements Genome Annotation bacteria gmod illumina jbrowse1 microgalaxy -
slides
Introduction to Metabolomics
• beginnerMetabolomics -
slides
Mass spectrometry: LC-MS preprocessing - advanced
• beginnerMetabolomics -
course materials, Online material, Training materials
Cloud-SPAN Genomics
• beginnerBioinformatics Software engineering Genomics DNA polymorphism Workflows Data architecture, analysis and design Shell Command line Cloud computing HPC Data analysis High performance computing -
hands-on tutorial
Mass spectrometry: GC-MS data processing (with XCMS, RAMClustR, RIAssigner, and matchms)
•• intermediateMetabolomics -
hands-on tutorial
Supervised Learning with Hyperdimensional Computing
•• intermediateStatistics and probability Statistics and machine learning -
course materials, online course, Training materials
Cloud-SPAN Prenomics
• beginnerBioinformatics Software engineering Genomics Query and retrieval Data handling Cloud computing Shell Command line Amazon Web Services genomics HPC Data analysis bioinformatics