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Tervetuloa CSC.n verkko-oppimisalusta eLENAan.  

CSC on ottanut kesällä 2019 käyttöön ensimmäisen oman verkko-oppimisympäristön, eLenan, jossa voit tutustua CSC:n omaan koulutustarjontaan sekä kansainväliseen PRACE-hankkeen verkko-koulutustarjontaan Future Learn -oppimisympäristössä. 

 Welcome to CSC´s  e-learning platform eLena

CSC has opened its first own e-learning platform eLena for you to see the e-learning offering from CSC and its PRACE e-learning courses at the Future learn platform.

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Bioinformatics Show all

Containers and Workflows in Bioinformatics
Containers and Workflows in Bioinformatics
Bioinformatics tools often require installing different dependencies in a controlled environment. Containers allow you to logically package your application (e.g., a bioinformatics tool) together with libraries and other dependencies, providing isolated environments for running your software services. Containerised applications can be run in an isolated runtime environment independent of the actual environment (e.g., private data center, the public cloud, or even a developer’s personal laptop) in which the applications are running in. These are recently gaining popularity as a standard way to distribute, deploy, and run services by developers and system administrators. This course will focus on the deployment of containerised applications in HPC environment. The course will also introduce a modern workflows manager (i.e., nextflow ) to perform complex analysis in bioinformatics..
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BioMonth: CSC supercomputing and data management for bioscientists
BioMonth: CSC supercomputing and data management for bioscientists
In March you can spend your Tuesday and Wednesday mornings learning how to use supercomputer Puhti to do your data processing or simulations effectively, and how to handle your data not only while doing the analysis, but also before and after that! Join the BioMonth 2021 classes and make sure you get the most out of our services* and your data management in shape!* The CSC services discussed in this course are free-of-charge for academic research, education and training purposes in Finnish higher education institutions and in state research institutes (subsidized by the Ministry of Education and Culture, Finland).  With 1 registration you get 6 half-days (9:00-12:00) of interesting topics in March 2021.16.3. and 17.3.23.3. and 24.3.30.3. and 31.3.Description:Puhti is a CSC's supercomputer that comprises powerful CPU partitions with a wide range of memory sizes and local storage options. Puhti allows the user to reserve compute and memory resources flexibly, and the user can run anything from interactive single core data processing to medium scale simulations spanning multiple nodes. Puhti has a wide selection of scientific software installed.Allas is CSC's general-purpose research data storage server. It is a part of the CSC storage portfolio and can be accessed on the CSC servers as well as from anywhere on the internet. Allas can be used both for static research data that needs to be available for analysis and to collect and host cumulating or changing data.Good research data management is the basis of successful research. Research data management (RDM) concerns the managing and organisation of data during as well as after the active phase of a project. It is important to consider all stages of data management from collecting and processing the data to publishing and sharing it using a Data Management Plan (DMP). This will increase the impact and visibility of your work and enable reuse of the data in the future.Later this course we will introduce HPC-compliant containers called Singularity containers which allows Puhti users to run their applications in a containerised environment. These containers can serve as an alternative approach to conda packages.Puhti (16.-17.3. 9:00-12:00 EET (UTC+2))Getting started with PuhtiModule systemData storage in PuhtiRunning sbatch jobsPerformance analysisRunning interactive jobs in PuhtiData (23.-24.3. 9:00-12:00 EET (UTC+2))What is Allas? Projects, clients and interfaces.Examples for storing, using and sharing small or large datasets.Examples for using Allas from Puhti and from your local environmentResearch data management: what happens before and after computing?Data management planningSensitive data services offered by CSCPublishing and sharing data after the projectContainers (30.-31.3. 9:00-12:00 EET (UTC+2)) Introduction to SingularityRunning applications as singularity containersBuilding singularity containersConverting conda packages as singularity applicationsWorkflows with singularity containers (if this part is two days)
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Biocontainers (101):Containerised Applications in Bioinformatics
Biocontainers (101):Containerised Applications in Bioinformatics
This is a basic level course on containers which are a modern way of deploying complex applications. In this course, the basics of docker container and its containnerised applications in bioinformatics will be discussed. Emphasis will be given to the deployment of different pre-existing dockerised bio-applications. Selected examples from different omics’ disciplines such as genomics, proteomics and metabolomics will be covered. We will introduce HPC-compliant containers in CSC environment.
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Single cell RNA-seq data analysis with Chipster
Single cell RNA-seq data analysis with Chipster
This introductory course covers single cell RNA-seq data analysis methods, tools and file formats. The free* and user-friendly Chipster software is used in the exercises, and the course is thus suitable for everybody.* See: https://chipster.csc.fi/access.shtml
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Data Analytics Show all

KLTO-132 (Statistics with R)
KLTO-132 (Statistics with R)
R is a language that has become one of the most popular tools for manipulating, visualizing and analyzing data. While there are many R courses, learning these skills can involve a steep learning curve, especially for people with no experience in programming or data analysis. This three-day remote course (delivered via Zoom) aims to help with this initial difficulty by equipping learners with essential skills in using R, including data wrangling, plotting and an introduction to statistical testing.The course topics include data importing and exporting, handling real-life data sets, creating publication-ready plots, and using selected statistical tests (t-test, linear regression, Chi-squared test) in R. The topics will be covered using hands-on teaching and independent exercises.
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Data Analysis with R (Nov 2021)
Data Analysis with R (Nov 2021)
R is a language that has become one of the most popular tools for manipulating, visualizing and analyzing data. While there are many R courses, learning these skills can involve a steep learning curve, especially for people with no experience in programming or data analysis. This three-day remote course (delivered via Zoom) aims to help with this initial difficulty by equipping learners with essential skills in using R, including data wrangling, plotting and statistics.The course topics include data importing and exporting, handling real-life data sets, creating publication-ready plots, as well as basic concepts of statistical testing with R. The topics will be covered using both hands-on teaching and independent exercises.
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Practical machine learning
Practical machine learning
An online course with 10 lectures offering a practical introduction to machine learning, including classification, regression, dimensionality reduction and unsupervised learning. Topics covered include linear classification and regression, nearest neighbor methods, support vector machines, decision trees, neural networks, clustering, and anomaly detection.
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HPC Show all

CSC Puhti + R/RStudio Workshop
CSC Puhti + R/RStudio Workshop
This course is tailored for users who have previous experience with R and want to get started using R in CSC supercomputers.
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Using CSC HPC environment efficiently – Autumn 2021
Using CSC HPC environment efficiently – Autumn 2021
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Basic Command Line skills
Basic Command Line skills
To access and use supercomputers like Puhti and Mahti, you need to be able to work with text-based Command Line Interface (CLI). This is a new challenge to many people who are more used to using Graphical User Interfaces (GUI) in Windows and macOS. This course provides users with "basic command line skills" that are a prerequisite in many CSC courses. To make sure you get the most out of the other courses, please go through this material and skill tests first. Happy journey on the command line!
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New to command line? Test your skills!
New to command line? Test your skills!
To access and use supercomputers like Puhti and Mahti, you need to be able to work with text-based command line. This is a new challenge to many people more used to using graphical user interfaces like Windows and Mac OS. In many of our courses, we have "basic Linux skills" as a prerequisite. To help our course participants and users past this first barrier, we created this course. Before participating our courses with the basic Linux skills prerequisite, please go through this material and skill tests -this way you'll make sure you and other participants get the most out of the course!
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Introduction to Parallel Programming
Introduction to Parallel Programming
The course introduces the basics of parallel programming with the message-passing interface (MPI) and OpenMP paradigms. MPI is the dominant parallelization paradigm in high performance computing and enables one to write programs that run on distributed memory machines, such as Puhti and Taito. OpenMP is a threading based approach which enables one to parallelize a program over a single shared memory machine, such as a single node in Puhti. The course consists of lectures and hands-on exercises on parallel programming. Course will be given in the online form, lectures are given in the mornings (third day is exception with lectures also in the afternoon), and after that the participants can work on hands-on exercise on their own pace. During the self-study sessions a chat room will be provided for peer-to-peer learning and for assistance from lecturers. Learning outcome After the course the participants should be able to write simple parallel programs and parallelize existing programs with basic features of MPI or OpenMP. This course is also a prerequisite for the PTC course "Advanced Parallel Programming" in 2021. Prerequisites and content level The participants are assumed to have a working knowledge of Fortran and/or C programming languages. In addition, fluent operation in a Linux/Unix environment will be assumed. The content level of the course is broken down as: beginner's - 60%, intermediate - 40%, advanced - 0%, community-targeted content - 0%.
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Using CSC HPC environment efficiently
Using CSC HPC environment efficiently
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Programming Languages Show all

Fortran Programming for Scientific Computing, Autumn 2020
Fortran Programming for Scientific Computing, Autumn 2020
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Introduction to Linux online
Introduction to Linux online
This course will go through the very basics of Linux/Unix utilization, mainly through the shell (text-based user interface). We do not expect any previous knowledge of the topic, just basic skills to operate any computer. No programming knowledge is  expected. At the end of this course the student should survive in a complete shell-based Linux/Unix environment, like one finds when logging into large computing serves, such as those at CSC.Mainly driven by the current situation, this is a complete online course. It is split into a preparatory phase of one week where the students should read some basic background and install a virtual machine containing the Linux system we use during the course. The second week then will be a mixture of online studies and interactive work.
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Linux-2: Advanced command line use and Bash programming, study group autumn 2021
Linux-2: Advanced command line use and Bash programming, study group autumn 2021
CSC training course for advanced command line use, common GNU/Unix tools, and Bash programming.To whom: You are already using Linux command line and writing Bash scripts, but would like to know better how do these actually work. After this course you should be able to use command line more efficiently, and write more elegant shell scripts, and fix the misbehaving ones.The course is organised as an intensive on-line study group. Short lecture type material and exercises contain questions that the students first study independently or in small groups, and are then discussed in the course forum and in on-line meetings.
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Introduction to LINUX
Introduction to LINUX
This two day course will cover the very basics of Unix/Linux. No previous knowledge about these operating systems is expected, as the course serves as an introduction to those who are completely new to Linux. Both days have extended hands-on exercises.The course will give the participant the basic knowledge and skills to use the Unix shell. How to navigate around, copy files and launch applications. In addition to being useful on CSC's servers, basic unix skills may come in handy elsewhere too, and knowing the basics makes later self study much easier. The hands-on exercises also will include a demonstration on how to set up one's own Linux system.
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DEMO Show all

H5P material bank
H5P material bank
Location for sharing/embedding H5P material outside of e-Lena
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H5P and interactive tools
H5P and interactive tools
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HR Show all

HR perehdytys uusille esihenkilöille
HR perehdytys uusille esihenkilöille
Ohjelma 13.10.2021 1. osa- HR vuosikello- Esihenkilön rooli työnantajan edustajana- Työterveys, työkykyjohtaminen- Työsuhdeasiat - Työsuhteen alkaminen ja päättyminen - Lomat ja vapaat - Työhön liittyvät asiakirjat - Työaika
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HR Manager Training
HR Manager Training
Päällikköperehdytyksen HR materiaalit
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CSC Employee Induction
CSC Employee Induction
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Miscellaneous Show all

CIPT (Certified Information Privacy Technologist) 1.2.-15.3.2022
CIPT (Certified Information Privacy Technologist) 1.2.-15.3.2022
Welcome to CIPT (Certified Information Privacy Technologist) training, produced to CSC - IT center for science by Edita Your CIPT instructor will be William Bello, CIPP/E CIPT FIP, Bello Consulting.Webinar and materials The training will take place in Teams - you can participate in the meetings from the links below: First meeting 1.2.2022 (9.00-12.00)Second Meeting 8.2.2022 (9.00-12.00)Third Meeting 16.2.2022 (13.00-16.00) Fourth Meeting 15.3.2022 (9.00-12.00) Training material and webinar recordings The training material and webinar recordings will be stored on the course page in the CSC Moodle learning environment. IAPP membership pages: The participants will receive the login information to IAPP membership pages from IAPP. From the members’ pages you can find e.g. more detailed instructions on how to sign up for the certification exam. You can also find more information on how to sign up for a remote certification exam from here: https://iapp.org/l/remote-proctoring/ You can read more about the test centers on Pearson Vue’s webpage: https://home.pearsonvue.com/iapp The fee for the test center (about 60-70 euros) is not included in the price of this training. URGENT - Exam books: In preparation for the exam you should read both the training material & Participant Guide & two exam books: - An Introduction for Privacy to Technology Professionals - Strategic Privacy by Design The CIPT certificate exam will be quite demanding. William Bello suggested that you will start reading the exam books already before the training.  The exam books can be found on your IAPP member’s page. The book is published by IAPP.  The book can be found on the IAPP material page: My purchases -> My Ebooks ->   If you  have questions or if you would like some certain topics to be covered in the training, please send them beforehand to pirita.lyytikainen@edita.fiHave a nice training!   CIPT training consists of the following modules compiled by IAPP: Module 1: Foundational principles of privacy in technology Summarizes the foundational elements for embedding privacy in technology through privacy by design and value- sensitive design; reviews the data life cycle and common privacy risk models and frameworks Module 2: The role of the technology professional in privacy Reviews the fundamentals of privacy as they relate to the privacy technologist; describes the privacy technologist’s role in ensuring compliance with privacy requirements and meeting stakeholder privacy expectations; explores the relationship between privacy and security Module 3: Privacy threats and violations Identifies inherent risks throughout the stages of the data life cycle and explores how software security helps mitigate privacy threats; examines the impacts that behavioral advertising, cyberbullying and social engineering have on privacy within the technological environment Module 4: Technical measures and privacy-enhancing technologies Outlines the strategies and techniques for enhancing privacy throughout the data life cycle, including: identity and access management; authentication, encryption, and aggregation; collection and use of personal information Module 5: Privacy engineering Explores the role of privacy engineering within an organization, including the objectives of privacy engineering, privacy design patterns, and software privacy risks Module 6: Privacy-by-design methodology Illustrates the process and methodology of the privacy-by-design model; explores practices to ensure ongoing vigilance when implementing privacy by design Module 7: Technology challenges for privacy Examines the unique challenges that come from online privacy issues, including automated decision making, tracking and surveillance technologies, anthropomorphism, ubiquitous computing and mobile social computing
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Data Protection Online Course / Tietosuoja-verkkokurssi (CSC)
Data Protection Online Course / Tietosuoja-verkkokurssi (CSC)
Here you can find both Finnish version and English language version of the data protection online course. Most of the content is common for the European Union, but the course also contains some Finland-specific data protection details.The course comprises four modules and a final test of 20 questions. To complete the course, you must score at least 85% correct in the final test. Please note that the course presentations include an audio track. If you wish to see the course in full screen, please click the double arrow button in the right corner of the video.
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Example introduction course
Example introduction course
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testikurssi poista
testikurssi poista
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Tuijan testi
Tuijan testi
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Training of trainers, spring 2021
Training of trainers, spring 2021
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Sampsan testi
Sampsan testi
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Research Data Management
Research Data Management
This course provides basics of research data management. We focus on researcher's perspective and aim to introduce the topics, tools and resources available. 
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GUI-test
GUI-test
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Analytiikan ABC, pilottikurssi
Analytiikan ABC, pilottikurssi
Analytiikan ABC on uudenlainen data-analytiikan ja koneoppimisen peruskurssi. Se on suunnattu valtionhallinnon toimijoille, sen sijaan että kurssi olisi rakennettu teknologian tai yritystoiminnan näkökulmien varaan. Kurssi on yleistajuinen ja etenee analytiikan askelia hyödyntäen. Analytiikan askeleet on CSC:llä kehitetty työkalu, joka havainnollistaa analytiikan eri tasoja ja auttaa analytiikan nykytilan ja tavoitteiden tunnistamisessa. Kurssilla käydään läpi data-analytiikan ja koneoppimisen perusteet yleisellä tasolla, ilman matematiikkaa tai ohjelmointia. Tavoitteena on lisätä kurssilaisten ymmärrystä data-analytiikan hyödyntämisen mahdollisuuksista ja vaatimuksista. Kurssilla harjoitellaan analytiikkatulosten tulkintaa ja keskustellaan analytiikkapalveluiden hankintaan liittyvistä asioista.
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MBDP-108 Advanced Linux
MBDP-108 Advanced Linux
This course builds upon the earlier Introduction to Linux course. We expect people to be familiar with the concepts of file-system related (ls, rm, mkdir, cd ...) commands and have a basic knowledge about the shell. At the end of the course the students should be able to build workflows inside bash and to use POSIX text utilities to search, reorder and modify larger data and files. In other words, to use the shell in production related to scientific computing.Program, December 16th 09:00 – 09:30 Morning coffee & registration 09:30 – 09:45 Introduction to the course 09:45 – 10:45 Recapping Introduction to Linux course 10:45 – 11:30 Working with the Bash shell, pt. I (shell internals) 11:30 – 12:30 Lunch 12:30 – 13:30 Working with the Bash shell, pt. II (programming constructs) 13:30 – 14:30 Pipes, named pipes and redirecting 14:30 – 15:00 Coffee 15:00 – 16:30 Hands-on exercises Program, December 17th 09:00 – 10:00 Pattern matching and regular expressions 10:00 – 10:30 Coffee 10:30 – 11:30 Shell commands and utilities (replacing spreadsheets) 11:30 – 12:30 Lunch 12:30 – 13:30 awk (rendering spreadsheets ridiculous) 13:30 – 14:30 Retrieving, compiling and running own programs 14:30 – 15:00 Coffee 15:00 – 16:30 Hands-on exercises
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Training the trainer
Training the trainer
Training the trainer course for CSC trainers and CSC partners, facilitated by Irmeli Pietilä from Haaga-Helia School of Vocational Teacher Education.
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