HPC

ANOVA with R Picture source: Fig.2 from Harp et al, eClinical Medicine Volume 39, September 2021, 101045 DOI: https://doi.org/10.1016/j.eclinm.2021.101045. The aim of this short course is to explain why we have to analyse variances if we want to compare group means using ANOVA techniques. This lecture is best taken with the Linear regression with R […]

Advanced plotting with ggplot in R The aim of this course is to teach you how to create informative scientific plots using the ggplot package in R. Instructor: András Aszódi. Topics Fundamentals of scientific visualisation. Introduction to ggplot. Data preparation, plot creation workflow. ggplot details: bars, boxes, densities, function plots, faceting. Prerequisites Basic familiarity with […]

Linear regression with R The aim of this course is to teach you how to analyse your data using simple linear models. We focus on linear regression in order to improve your generic statistics knowledge. Please note that we cannot go into the specific data analysis problems of your particular project. Instructor: András Aszódi. Topics […]

Advanced plotting with ggplot in R The aim of this course is to teach you how to create informative scientific plots using the ggplot package in R. Instructor: András Aszódi. Topics Fundamentals of scientific visualisation. Introduction to ggplot. Data preparation, plot creation workflow. ggplot details: bars, boxes, densities, function plots, faceting. Prerequisites Basic familiarity with […]

Nonlinear regression with R The aim of this course is to teach you how to analyse your data if there are complicated relationships between the variables. Please note that we cannot go into the specific data analysis problems of your particular project. Instructor: András Aszódi. Topics How to fit a PCR curve? Simple nonlinear regression. […]

Container technologies This course provides an introduction to Docker and Singularity/Apptainer containers. Instructor: András Aszódi. Number of participants: minimum 5, maximum 10. Topics and schedule Length: The course takes four hours with two short breaks. Topics: Introduction to container technologies. How to use Docker containers and build your own images. Containers in HPC clusters: Singularity/Apptainer. […]

Container technologies This course provides an introduction to Docker and Singularity/Apptainer containers. Instructor: András Aszódi. Number of participants: minimum 5, maximum 10. Topics and schedule Length: The course takes four hours with two short breaks. Topics: Introduction to container technologies. How to use Docker containers and build your own images. Containers in HPC clusters: Singularity/Apptainer. […]

Bayesian Statistics with R "What is this "Bayesian" thing? And why would I need to learn about it?" You should learn about the Bayesian approach because it fits very well the way we do science. We update our incomplete "prior" knowledge with experimental observations (the "evidence") to obtain a better understanding (the "posterior") of the […]

Container technologies This course provides an introduction to Docker and Singularity/Apptainer containers. Instructor: András Aszódi. Number of participants: minimum 5, maximum 10. Topics and schedule Length: The course takes four hours with two short breaks. Topics: Introduction to container technologies. How to use Docker containers and build your own images. Containers in HPC clusters: Singularity/Apptainer. […]

Bayesian Statistics with R "What is this "Bayesian" thing? And why would I need to learn about it?" You should learn about the Bayesian approach because it fits very well the way we do science. We update our incomplete "prior" knowledge with experimental observations (the "evidence") to obtain a better understanding (the "posterior") of the […]

Nonlinear regression with R The aim of this course is to teach you how to analyse your data if there are complicated relationships between the variables. Please note that we cannot go into the specific data analysis problems of your particular project. Instructor: András Aszódi. Topics How to fit a PCR curve? Simple nonlinear regression. […]

Quick introduction to data analysis with R The aim of this lecture is to give a very short overview on how to do data analysis with R. It does not replace our in-depth courses such as R as a programming language and Basic statistics with R. Instructor: András Aszódi. Target audience This lecture is presented […]