Organizer: Computational Biology Facility

Host institution: University of Liverpool

Start: Tuesday, 31 March 2020 @ 09:00

End: Friday, 03 April 2020 @ 17:00

Contact: Computational Biology Facility (cbf@liverpool.ac.uk)

Venue: University of Liverpool

City: Liverpool

County: Merseyside

Country: United Kingdom

Postcode: L69 3GH

Scientific topic: Statistics and probability, Bioinformatics

Description:

The course covered content for these learning objectives:

To write your own custom functions
To use for loops, apply functions and if statements
To analyse large matrices of data in a semi-automated way
To normalise data
To quantify and correct batch effect
To undertake the most common clustering algorithms including k-means and hierarchical
To perform variable selection and present these results in different plots including heatmaps
To do 2-way ANOVA
To undertake multivariate modelling
A brief introduction to machine learning.

The course included brief theoretical introductions followed by hands on exercises based on real life research examples.

Event type:
  • Workshops and courses

Capacity: 20

Eligibility:
  • Registration of interest

Keywords: R Programming, Statistical-model, Statistics, Pre-processing, Transcriptomics, Metabolomics, Proteomics

R for data science https://tess.elixir-europe.org/events/r-for-data-science The course covered content for these learning objectives: To write your own custom functions To use for loops, apply functions and if statements To analyse large matrices of data in a semi-automated way To normalise data To quantify and correct batch effect To undertake the most common clustering algorithms including k-means and hierarchical To perform variable selection and present these results in different plots including heatmaps To do 2-way ANOVA To undertake multivariate modelling A brief introduction to machine learning. The course included brief theoretical introductions followed by hands on exercises based on real life research examples. 2020-03-31 09:00:00 UTC 2020-04-03 17:00:00 UTC Computational Biology Facility University of Liverpool, Liverpool, United Kingdom University of Liverpool Liverpool Merseyside United Kingdom L69 3GH Statistics and probability Bioinformatics University of Liverpool Computational Biology Facility (cbf@liverpool.ac.uk) [] [] 20 workshops_and_courses registration_of_interest R ProgrammingStatistical-model Statistics Pre-processingTranscriptomicsMetabolomicsProteomics