• Bienvenue sur le Site Education de SciNet, le Consortium de calcul haute performance de l'Université de Toronto. Vous trouverez ici les supports de cours pour tous les cours et cours dispensés par SciNet.

    Notre formation couvre de nombreux sujets en informatique de recherche et en science des données, sous diverses formes, telles que des webinaires, des ateliers et des cours de plusieurs semaines. Certains événements se déroulent en ligne, tandis que d’autres se déroulent en personne, mais bon nombre de ces derniers sont également diffusés et enregistrés.

    Un catalogue complet des cours passés et présents est disponible ici. L'accès aux diapositives et aux enregistrements est ouvert à tous, mais pour s'inscrire aux cours et obtenir un certificat SciNet, une connexion est requise. Hormis les cours d'études supérieures de l'Université de Toronto figurant dans la liste, toutes les activités de formation sont gratuites.


Cours disponibles

Working with many of the HPC systems (like those at SciNet) involves using the Linux/UNIX command line. This provides a very powerful interface, but it can be quite daunting for the uninitiated. In this half-day session, you can become initiated with this course which will cover basic commands. It could be a great boon for your productivity.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 16 sept. 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

An introduction to basic concepts in High-Performance Computing (HPC).  This is intended to be a high-level primer for those largely new to HPC.  Topic will include motivation for HPC, available HPC resources, essential issues, problem characteristics as they apply to parallelism and a high-level overview of parallel programming models.

Format: Virtual

Enseignant: Bruno Mundim
Date de début: : 23 sept. 2024
Date de fin: : 27 sept. 2024
Nombre de crédits - calcul haute performance: 4

Did you know the Linux operating system has built-in tools to control which specific users and groups can access which files and directories?  In this session, you will learn what these Linux permissions are, how to use the available tools to control access and sharing, and how to avoid common security pitfalls.

Enseignant: Ramses van Zon
Date: : ven., 4 oct. 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 2

Learn how to write bash scripts, use environment variables, how to control process, and much more. Requires some Linux basic command line experience.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : ven., 25 oct. 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

Learn how to fully utilize the power of HPC. Discover proven strategies and tools to efficiently scale up from serial jobs to parallel runs across many compute nodes on Niagara.

Date: : lun., 28 oct. 2024 - 1:00 pm
Nombre de crédits - calcul haute performance: 3

New to programming? Learn the basics of programming using python in eight one-hour sessions over the course of four weeks. Sessions will consist of a mix of lectures and hands-on exercises.

Format: In-person. Sessions will be recorded.

Enseignant: Ramses van Zon
Date de début: : 5 nov. 2024
Date de fin: : 5 déc. 2024
Nombre de crédits - calcul scientifique: 8

Using version control for your scripts, codes, documents, papers, and even data, allows you to track changes, keep backups, and facilitate collaboration.  In this workshop, you will learn the basics of version control with the popular distributed version control software GIT. This workshop assumes that students have an understanding of basic Linux shell commands.

Format: Virtual

Enseignant: James Willis
Date: : mer., 6 nov. 2024 - 1:00 pm
Nombre de crédits - science des données: 3

Working with many of the HPC systems (like those at SciNet) involves using the Linux/UNIX command line. This provides a very powerful interface, but it can be quite daunting for the uninitiated. In this half-day session, you can become initiated with this course which will cover basic commands. It could be a great boon for your productivity.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 25 nov. 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

Container computing is gradually changing the way researchers are developing, sharing, and running software applications. Apptainer (formerly called Singularity) is gaining popularity in HPC for its performance, ease of use, portability,  and security. In this course, we will explore: what is a container, why use a container, and how to use and create one.

Format: Virtual

Enseignant: Ching-Hsing Yu
Date: : ven., 29 nov. 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

An introduction to concepts and techniques in parallel computing with compiled languages, e.g., C, C++ or Fortran. Both OpenMP and MPI will be introduced.

Format: Virtual

Date de début: : 2 déc. 2024
Date de fin: : 6 déc. 2024
Nombre de crédits - calcul haute performance: 4

This course is aimed at reducing your struggle in getting started with computational projects, and make you a more efficient computational scientist. Topics include well-established best practices for developing software as it applies to scientific computations, common numerical techniques and packages, and aspects of high performance computing. While we will introduce the C++ language, in one language or another, students should already have some programming experience. Despite the title, this course is suitable for many physical scientists (chemists, astronomers, ...).

This is a graduate course that can be taken for graduate credit by UofT PhD and MSc students. Students that wish to do so, should enrol using ACORN/ROSI.

This is an in-person course.

Enseignant: Ramses van Zon
Date de début: : 7 janv. 2025
Date de fin: : 11 avril 2025
Nombre de crédits - calcul scientifique: 28
Nombre de crédits - calcul haute performance: 8

Learn how to write bash scripts, use environment variables, how to control process, and much more. Requires some Linux basic command line experience.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 20 janv. 2025 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

This workshop explores various concise and useful constructs for working with bash shell. The goal is to improve your shell skills. Attending this class requires some basic GNU/Linux command line experience.

Format: Virtual

Time:  1:00 pm - 4:00 pm EST


Enseignant: Ching-Hsing Yu
Date: : lun., 3 févr. 2025 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

Working with many of the HPC systems (like those at SciNet) involves using the Linux/UNIX command line. This provides a very powerful interface, but it can be quite daunting for the uninitiated. In this half-day session, you can become initiated with this course which will cover basic commands. It could be a great boon for your productivity.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 3 mars 2025 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

Learn how to write bash scripts, use environment variables, how to control process, and much more. Requires some Linux basic command line experience.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 14 avril 2025 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

Parallel programming in Python. We will cover subprocess, numexpr, multiprocessing, MPI, and other parallel-enabling python packages.

Format: Virtual

Enseignant: Ramses van Zon
Date: : mar., 22 avril 2025 - 1:00 pm
Nombre de crédits - calcul haute performance: 3

Debugging is an important step in developing a new code, or porting an old one to a new machine. In this session, we will discuss the debugging of frequently encountered bugs in serial code and debugging of parallel (MPI and threaded) codes using DDT.

Enseignant: James Willis
Date: : lun., 28 avril 2025 - 1:00 pm
Nombre de crédits - calcul haute performance: 3

Principles and uses of relational databases with practical examples using python and sqlite on the Niagara supercomputer.

Prerequisites: Some Linux command line experience.  Python experience is strongly advised. 

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 5 mai 2025 - 1:00 pm
Nombre de crédits - science des données: 3

The goal of this course is to prepare graduate students to perform scientific data analysis using the R programming language.  Successful students will learn how to use statistical inference and machine-learning tools to gain insight into data sets, as well as be introduced to techniques and best practises for storing, managing and analyzing data.  Topics will include: R programming, version control, modular programming, coding best practices, data analysis, machine learning and scientific visualization.

Classes will be held Tuesdays and Thursdays, 10:00-11:30am, in VC323.

Students willing to take the course as part of their graduate program must enrol through Acorn.  This course is part of the IMS graduate program.

Date de début: : 10 sept. 2024
Date de fin: : 28 nov. 2024
Nombre de crédits - calcul scientifique: 8
Nombre de crédits - science des données: 28

At your own pace, learn how to use the SciNet systems Niagara and Mist, from securely logging in to running computations on the supercomputer. Experienced users may still pick up some valuable pointers.

Date: : mar., 30 juil. 2024 - 12:00 am
Nombre de crédits - calcul haute performance: 2

This course will provide an introduction to the theory, formalisms and algorithms of quantum computing.  The programming language will be Python; experience with Python will be assumed.  Experience with quantum mechanics is not necessary; an introductory-level understanding of linear algebra will be assumed.

This will be an in-person course, July 8 - 12, 12:00 - 3:00pm.

This course has been cancelled due to lack of attendance.

Date: : lun., 8 juil. 2024 - 12:00 pm
Nombre de crédits - calcul scientifique: 15

In about 90 minutes, learn how to use the SciNet systems Niagara and Mist, from securely logging in to running computations on the supercomputer. Experienced users may still pick up some valuable pointers.

THIS EVENT HAS BEEN CANCELED.

Enseignant: James Willis
Date: : mer., 12 juin 2024 - 1:00 pm
Nombre de crédits - calcul haute performance: 1

We are excited to announce the dates for this year’s 2024 Compute Ontario Summer School.

Jointly organized by the Centre for Advanced Computing, SciNet, SHARCNET, and in collaboration with the RDM Network of Experts, this year’s virtual event will be held on June 3-21.

The Compute Ontario Summer School offers a comprehensive curriculum packed with around 40 free courses. Delivered by experts in the field, these sessions cover a wide range of topics including Advanced Research Computing (ARC), High Performance Computing (HPC), and Research Data Management (RDM). With presentations and workshops available at introductory to advanced levels, there is something for everyone.

Registration opened May 15.

Enseignant: Ramses van Zon
Date de début: : 3 juin 2024
Date de fin: : 21 juin 2024

This workshop explores various concise and useful constructs for working with bash shell. The goal is to improve your shell skills. Attending this class requires some basic GNU/Linux command line experience.

Format: Virtual

Enseignant: Ching-Hsing Yu
Date: : lun., 27 mai 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 3

Principles and uses of relational databases with practical examples using python and sqlite on the Niagara supercomputer.

Prerequisites: Some Linux command line experience.  Python experience is strongly advised. 

Format: Virtual

Enseignant: Ramses van Zon
Date: : lun., 13 mai 2024 - 1:00 pm
Nombre de crédits - science des données: 3

In about 90 minutes, learn how to use the SciNet systems Niagara and Mist, from securely logging in to running computations on the supercomputer. Experienced users may still pick up some valuable pointers.

Format: Virtual

Date: : mer., 8 mai 2024 - 1:00 pm
Nombre de crédits - calcul haute performance: 1

This week's colloquium: "C++20 Modules" by Ramses van Zon from SciNet. 

The Compute Ontario Colloquia are weekly Zoom presentations on Advanced Research Computing, High Performance Computing, Research Data Management, and Research Software topics, delivered by staff from three Compute Ontario consortia (CAC, SciNet, SHARCNET) and guest speakers.  The colloquia are one hour long and include time for questions. No enrollment or registration is required. Most presentations are recorded and uploaded to the hosting consortium video channel.


Enseignant: Ramses van Zon
Date: : mer., 1 mai 2024 - 12:00 pm

This six-week class will introduce neural network programming concepts, theory and techniques. The class material will begin at an introductory level, intended for those with no experience with neural networks, eventually covering intermediate-to-advanced concepts.

Classes will be held, April 23 - May 30, Tuesdays and Thursdays, 11:00am - 12:00pm.

Format: Virtual

Enseignant: Erik Spence
Date de début: : 23 avril 2024
Date de fin: : 30 mai 2024
Nombre de crédits - science des données: 16

This week's colloquium: "How to Buy a Supercomputer for Scientific Computing"  by James Willis from SciNet. The Compute Ontario Colloquia are weekly Zoom presentations on Advanced Research Computing, High Performance Computing, Research Data Management, and Research Software topics, delivered by staff from three Compute Ontario consortia (CAC, SciNet, SHARCNET) and guest speakers. The colloquia are one hour long and include time for questions. No registration is required. Most presentations are recorded and uploaded to the hosting consortium video channel.

Enseignant: James Willis
Date: : mer., 17 avril 2024 - 12:00 pm

Learn how to write bash scripts, use environment variables, how to control process, and much more. Requires some Linux basic command line experience.

Note: this event has been moved from April 8th to April 15th.

Format: Virtual

Enseignant: Marco Saldarriaga
Date: : lun., 15 avril 2024 - 1:00 pm
Nombre de crédits - calcul scientifique: 3