Join us for DataTech19, Scotland’s first technical data science conference as part of DataFest
The Data Lab is delighted to introduce a new event to the DataFest family: DataTech (14 March 2019, Edinburgh). This technical, one-day data science conference will cater to a diverse audience including analysts, developers, . . .
Recently I discovered that the UK government collects detailed information about traffic accidents across the country that are being reported to the police. What's even more interesting is that all these data are being uploaded and made publicly available on the government's open data website. This dataset, being so rich, immediately . . .
Posted in: thanos tsiaras
The Challenges of Explainable ML and AI
Recently, I have finished a project working on testing Machine Learning algorithm performances in different data science platforms with an explicit focus on explainability. In this post, I shall describe some of the criteria and the platforms that were used in this project.
In the era of the internet where vast amounts of data are . . .
Posted in: fazl barez
Recently I've finished work on a project intended to visualise the traffic flow within a subsidised transport service, operated by a Scottish council. This visualisation needed to display variations in traffic flow conditional on factors such as the time of day, day of the week, journey purpose, as well as other criteria. . . .
Posted in: caterina constantinescu
Alteryx: the Data Scientist’s multi-tool?
What is Alteryx, and why should I care?
This guest blog entry was inspired by Richard’s recent post in which he observed that “it is always important to keep an eye on the tools we use as data scientists and forever be on the lookout for new and better ways of doing things.” Just as Python is a superb ‘Swiss Army Knife’ for working . . .
Posted in: john tullis
Python versus Tableau for data visualisations
Python is great, but...
Since taking up Python several years ago I've often thought of it as the Swiss Army Knife of programming languages. After successfully using it for webscraping, software development, number-crunching and data visualisation one achieves a certain level of comfort in knowing that, if you need to do . . .
Posted in: richard carter
The art of data storytelling
Last month The Data Lab was very pleased to partner with data visualisation guru Andy Kirk on a one-day workshop at the G&V Royal Mile Hotel in Edinburgh, as part of our mission to bring leading data experts to the Scottish community. My colleague Caterina Constantinescu and I were in attendance, along with around forty others . . .