MoDaS: Educational Resource
Petr V. Nazarov
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Courses by Petr Nazarov
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Introduction to the Data Analysis in Transcriptomics (RNA-seq)
Lecture 2022 Lecture/Practicals 2021 4-8 academic hours
Organized by: MISB program, University of Luxembourg, Luxembourg
Date/Time: on 2023-10-24, 9:00 - 12:30
This is a part of the Transcriptomics course (Prof. Stephanie Kreis) for MISB-students. The course includes both lecture and hands-on practical workshop. The main goal of the course is to familiarize students with the data types in transcriptomics, show them the methods for QC, data exploratory analysis, and related statistical approaches.
Multiomics Data Science
Introduction to R Exploratory analysis Differential expression Predictive models 20 academic hours
Organized by: Luxembourg Institute of Health, Luxembourg
Date/Time: on Mondays between 2022-10-03 and 2022-10-24, 9:00-13:00
This four-module course provides a kick-start for those, who are interested in using R-language for the exploration and analysis of experimental data. We shall start with basic R programming, see how to load and transform data in R. Next we focus on exploratory analysis of high-throughput biological data. Statistical methods used for the analysis of such data are considered in the module “Differential expression”. In the final module, we consider the basics of machine learning approach.
Biostatistics I
Course materials 60 academic hours
Organized by: BSc program, University of Luxembourg, Luxembourg
Date/Time: from 2021-02-15 to 2021-05-31, Fridays, 8:00 - 12:00
The purpose of this course is to give the students an overview of statistical methods and to provide a foundation for data analysis in bio-medical research. Special attention is given to practical application of statistical methods to bio-medical data. The course includes 30 hrs of lectures and 30 hrs of directed practice exercises (travail dirige, TD).