This hands-on course introduces the participants to RNA-seq data analysis methods, tools and file formats. It covers the whole workflow from quality control and alignment to quantification and differential expression analysis. The free and user-friendly Chipster software is used in the exercises, so no previous knowledge of Unix or R is required.
Containers are a way to package software with its dependencies in a way that is isolated from the host system. They offer a way to install and run complex or otherwise hard to install software in a HPC environment. They are also becoming a popular way for developers to distribute their software. In this webinar we give a basic introduction to containers in general and look at running Singulariry containers in Puhti. We also discuss how to convert and run Docker containers with Singularity.
This event provides a comprehensive, tutorial-style, hands-on, introductory and intermediate-level treatment to the essential ingredients for molecular modeling and computational chemistry using modern supercomputers. Standard approaches such as classical and ab initio molecular dynamics, electronic structure models as well as several more special topics are explained and exemplified by prominent researchers in the field.
CSC has been upgrading its ICT infrastructure to keep up with the pace of changing research environment. With its modern HPC and cloud environment, CSC has prepared to meet the growing demands of Finnish research. While CSC offers broad spectrum of services, this webinar will focus mainly on different services for research, keeping mainly bio-field in mind although similar services are applicable for other research areas as well
This course addresses hybrid programming by combining OpenMP and MPI, as well as more advanced topics in MPI. Also, parallel I/O is discussed and exemplified in the course.
This course gives a practical introduction to use machine learning, inc deep learning, methods for spatial data.
Tässä webinaarissa esittelemme CSC:n palveluja etenkin ammattikorkeakoulujen näkökulmasta. Palveluita käytetään eri tarpeisiin datan elinkaaren eri vaiheissa. Webinaarissa opastetaan tarkemmin Fairdata-palveluiden käyttöä.
This hands-on course introduces the participants to microbiome analysis of amplicon sequencing data. It covers the whole workflow from quality control and filtering to quantification and statistical analysis. You will learn how to compare the structure of microbial communities using ordinations and multivariate statistics, as well as indicator species analysis. The free and user-friendly Chipster software is used in the exercises, so no previous knowledge of Unix or R is required.
This hands-on training is intended for data scientists, researchers and developers looking to solve challenging problems with deep learning. The workshop combines lectures about fundamentals of Deep Learning for Computer Vision with lectures about Accelerated Computing with CUDA C/C++ and OpenACC and also includes many hands-on sessions using Jupyter Notebooks.
Data Carpentry workshops are for any researcher who has data they want to analyze, and no prior computational experience is required. This hands-on workshop teaches basic concepts, skills and tools for working more effectively with data. We will cover data organization in spreadsheets and learn how to use the programming language R. The course is aimed at graduate students and other researchers, and you don't need to have any previous knowledge of the tools that will be presented at the workshop.
In this online course we teach various ways to optimise and parallelise Python programs. Among the topics are performance analysis, efficient use of NumPy arrays, extending Python with more efficient languages (Cython), and parallel computing with message passing (mpi4py) approach.
Annually arranged day for OpenFOAM users and new people interested in it. In this year we meet at VTT, Espoo.
Analyzing vector, raster and lidar data with ArcGIS Pro and sharing data with ArcGIS Online.