Data Science

The Julia programming language

Author: Magnus Morton
Posted: 22 Feb 2019 | 16:09

Julia logo

Peeved with Python? Revolted by R? SAS make you sad? The Julia Language may be for you. Recently reaching version 1.0, Julia claims to be more than just another data science language.

In this post I’ll give a tour of some of the more interesting features of Julia, and its implementation.

MSc in HPC update: new hardware & scholarship deadline approaching!

Author: David Henty
Posted: 1 May 2018 | 16:21

HPE Apollo System

The closing date for our Highly Skilled Workforce scholarships, open to Scottish and EU students, has been extended to May 28th. Scholarship applications should be made after completion of an MSc application. See https://www.ed.ac.uk/studying/postgraduate/applying/.

We also have a scholarship for the MSc in HPC with Data Science programme that is provided by the Registers of Scotland. The closing date is May 21st - see https://www.ed.ac.uk/student-funding/postgraduate/uk-eu/science-engineering/informatics/registers-of-scotland

Both the above have nationality restrictions - our own John Fisher scholarships are open to all. See https://www.ed.ac.uk/student-funding/postgraduate/uk-eu/science-engineering/informatics/masters-hpc

You can see details of both HPC Masters courses at the Computing and Informatics web page.

Scholarships available for 2018/19 MSc in HPC programmes

Author: David Henty
Posted: 5 Mar 2018 | 16:38

This is a very exciting time for the MSc in HPC programmes. Our current students are halfway through their second semester of courses and are already starting work on developing their dissertation projects, while EPCC staff are looking forward to our summer move into the new Bayes Building. Located in the University's central area, this move will strengthen our existing collaborations with the School of Informatics.

The experience of a lifetime :  ISC’17 Student Cluster Competition

Author: Guest blogger
Posted: 13 Jul 2017 | 23:49

A team of students from EPCC's MSc programmes took part in this year's Student Cluster Competition at the International Supercomputing Conference (ISC) in Germany. The competition requires teams to design and configure a cluster on which they optimise and run benchmarks and applications within a power budget of 3000 watts.

Here Team EPCC and its coach Emmanouil Farsarakis tell us about their hard work and its rewards.

Demystifying data input to TensorFlow for deep learning

Author: Alan Gray
Posted: 29 Nov 2016 | 10:07

Shape SorterView this post on GitHub

TensorFlow is an incredibly powerful new framework for deep learning. The “MNIST For ML Beginners” and “Deep MNIST for Experts” TensorFlow tutorials give an excellent introduction to the framework. This article acts as a follow-on tutorial which addresses the following issues:

  1. The above tutorials use the MNIST dataset of hand written numbers, which pre-exists in TensorFlow TFRecord format and is loaded automatically. This can be a bit mysterious if you have no experience of data format manipulation in TensorFlow.
  2. Since the MNIST dataset is fixed, there is little scope for experimentation through adjusting the images and network to get a feel for how to deal with particular aspects of real data.

Research data infrastructure: where next?

Author: Rob Baxter
Posted: 30 Jul 2014 | 16:11

The rise of data-driven science, the increasing digitisation of the research process, has spawned its own jargon and acronyms. “Research data infrastructure” is one such term, but what does it mean? 

SPRINT v1.0.6 released! OpenMPI and R V3 compatible

Author: Terry Sloan
Posted: 30 Jun 2014 | 13:30
 
EPCC and the Division of Pathway Medicine at the University of Edinburgh have released version 1.0.6 of the SPRINT R software package. This is compatible with R Version 3 and now supports OpenMPI as well as MPICH.

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