Previous courses 2009-2019

Courses by Petr Nazarov

Introduction to the Data Analysis in Transcriptomics

Lecture page 8 academic hours

Organized by: MISB program, University of Luxembourg, Luxembourg

Date/Time: on 2021-11-03, 9:00 - 15:00

This is a part of Transcriptomics course (Dr.Stephanie Kreis) for MSc-students. The course includes both lecture and hands-on practical workshop. The main goal of the course is to familiarize students with data types in transcriptomics, show them the methods for data exploratory analysis, statistical and machine learning approaches. Practical part includes working with gene expression data using Excel and specialized software for microarray data analysis.

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 2021-10-04 and 2021-10-25, 14:00-18:00

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).