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Bioinformatics overview Building Computational Pipelines with Nextflow Bulk RNA-seq analysis Expression Proteomics Analysis in R Extracting Biological Information from Gene Lists Foundations of Phylogenetic Inference Introduction to the Unix Command Line Managing Bioinformatics Software and Pipelines Metabolomics Data Analysis Metagenomics Data Analysis Protein Structure Prediction and Analysis Quality Control in Sequencing Experiments Single-cell RNA-seq analysis Spatial Transcriptomics Analysis Working on HPC clusters Working with Bacterial Genomes

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Applied Statistics overview Bayesian inference Core statistics Experimental design for stats Generalised linear models Linear mixed effects models

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Machine Learning overview Principles of Machine Learning

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Ji-Ming Yang

Ji-Ming Yang

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Department of Clinical Neurosciences

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PhD student at the Department of Clinical Neurosciences & MRC MBU

2024 - present:

Core Statistics using R or Python - Trainer
Data analysis in R - Trainer

Research Informatics Training

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University of Cambridge Department of Genetics Downing Street, Cambridge CB2 3EH

bioinfotraining@bio.cam.ac.uk

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