Training materials
Scientific topics: Data management or Machine learning or Transcriptomics
and Resource type: Transcriptomics or hands-on tutorial
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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
Recommended Metadata for Biological Images – metadata guidelines for bioimaging data
• beginnerData management Imaging REMBI -
hands-on tutorial
FAIR in a nutshell
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hands-on tutorial
AlphaFold and friends on the HPC
•• intermediateProtein structure analysis Machine learning Structure prediction AlphaFold Database (13181) -
hands-on tutorial
Bulk RNASeq analysis
•• intermediateTranscriptomics Gene expression Differential gene expression profiling Expression analysis Data analysis NGS RNASeq transcriptomics -
hands-on tutorial
A tour of Machine Learning
•• intermediateMachine learning Classification Deep Learning Machine Learning -
hands-on tutorial
Hands-on for 'Inferring trajectories using Monocle3' tutorial
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hands-on tutorial
Hands-on for 'Combining datasets after pre-processing' tutorial
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hands-on tutorial
Hands-on for 'Inferring Trajectories using Scanpy (Python)' tutorial
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hands-on tutorial
Hands-on for 'Trajectory Analysis using Python (Jupyter Notebook) in Galaxy' tutorial