proteomics, single-cell and spatial transcriptomics, pharmacology, cancer genomics, epidemiology, quantitative, statistical genetics and complex traits, ecology, population biology, phylogenetics, evolutionary and functional genetics and genomics, gut metagenomics, computational neuroscience and biophysics.
Data visualisation and the grammar of graphics
Hypothesis testing
Regression analysis
Principal component analysis and other (non-linear) low-dimensional embeddings
Clustering
Classification
Introduction to machine learning
Basics of programming in R and Python: data structures and functions
Notebooks (quarto)
Principles of tidy data
Tidyverse for R
Pandas/Seaborn for Python
Bioconductor for biological sequence data and matrix-like omics data
Open science practices and working with GitHub
Biological sequence analysis
Read alignments, variant calling
Single-cell analysis
Proteomics data analysis
Working with image data
EMBL, Germany
Statistician, co-founder of Bioconductor, author of textbook “Modern Statistics for Modern Biology”
Stanford University, USA
Epidemiologist, population and statistical geneticist
OIST, Japan
Bioinformatician, expert in genomics and evolution
EMBL-EBI, UK
Founder of functional genomics databases at EMBL-EBI
CRG, Spain
Statistician, coordinator of the Bioinformatics and Genomics Programme of CRG, Barcelona
University of Luxemburg and Smithsonian Tropical Research Institute
Heidelberg University, Germany
Karazin Kharkiv National University, Ukraine
University of Zurich, Switzerland
Computational biologist, expert in single-cell RNA-seq
Universitat de Girona, Spain
Expert in machine learning
University of Tartu, Estonia
Berlin Institute of Health at Charité - Center for Digital Health, Germany
Okinawa Institute of Science and Technology, Japan
Bohomoletz Institute of Physiology, Ukraine
Institut de Biologia Evolutiva - CSIC UPF, Spain
Institut de Biologia Evolutiva - CSIC UPF, Spain
Civitta & Kyiv School of Economics, Ukraine
University of Southern California, USA
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute”, Ukraine
University of Nebraska Medical Center, USA
EMBL, Germany
CRG, Spain
CRG, Spain
Bohomoletz Institute of Physiology, Ukraine
Université Laval, Canada
V. N. Karazin Kharkiv National University, Ukraine
H.S. Skovoroda Kharkiv National Pedagogical University, Ukraine
Bohomoletz Institute of Physiology, Ukraine
Okinawa Institute of Science and Technology, Japan
.NET Developer & Bohomoletz Institute of Physiology, Ukraine
Vasyl Stefanyk Precarpathian National University, Ukraine
EMBL, Germany
Preste & Bohomoletz Institute of Physiology, Ukraine
Taras Shevchenko National University of Kyiv, Ukraine
V.N.Karazin National University, Ukraine
Apixmed & University of Oxford, UK
We provide full two-week course involving classes and projects in Ukrainian and in English in 2024!