Education Training and Course Material

The GPUComputing@Sheffield group provides regular training for GPU programming and use of GPU accelerated software. Training is always announced first via the GPUComputing@Sheffield mailing-list (giving priority to members). Training is also announced via RSE-Sheffield and disseminated more widely based on availability of places (which is usually restricted).

This page provides a number of permanently available resources and self paced labs which are the result of previous training sessions delivered at the University of Sheffield. For questions relating to the content in this training material please raise a Github issue.

Sheffield: Fundamentals of Deep Learning for Computer Vision

One day workshop.

Deep Learning Introduction Lectures Labs Sheffield

UCL: Fundamentals of Deep Learning for Computer Vision

One day workshop.

Deep Learning Introduction Lectures Labs UCL

Sheffield: Fundamentals of Deep Learning for Computer Vision

One day workshop.

Deep Learning Introduction Lectures Labs Sheffield

Bristol: DLI Deep Learning Fundamentals workshop for the RSE Network

One day workshop.

Deep Learning Introduction Lectures Labs Bristol

Sheffield: One Day Introduction to CUDA

One day CUDA course at University of Sheffield

CUDA Introduction Lectures Labs Sheffield

Dundee: Introduction to CUDA and Deep Learning

One day CUDA, one day Deep Learning at University of Dundee

CUDA Deep Learning Introduction Lectures Labs Dundee

DLI Deep Learning Fundamentals Workshop

One day workshop

Deep Learning Introduction Lectures Labs Sheffield

Glasgow: Introduction to CUDA and Deep Learning

Two day CUDA course, one day Deep Learning

CUDA Deep Learning Introduction Lectures Labs Glasgow

Introduction to CUDA

Two day course at University of Sheffield

CUDA Introduction Lectures Labs ShARC

Introduction to Deep Learning on ShARC's DGX-1

Two afternoon course

Nvidia Deep Learning Machine Learning ShARC DGX-1 Introduction Lectures Labs

Creating GPU-Enabled Singularity Images

Short Online Tutorial

Singularity Nvidia GPU CUDA Tutorial

Parallel Computing with GPUS

2016 Spring Semester Taught module (and DDP)

CUDA Lectures Labs DDP

Intel Parallel Computing Training

Two day course at University of Sheffield

Intel TBB Vectorisation Iceberg

GPU Training Course

One day course at University of Sheffield

CUDA Introduction Lectures Labs Iceberg

Online Deep Learning Resource

Deep Learning Machine Learning