The right energy at the right time

Data Science / Machine Learning / unsupervised learning / Algorithms / k-means clusteriing / sinusoidal model / Fourier Theorem / energy / usage patterns

by Archy de Berker, ASI Fellow 2017 We take for granted that with the flick of a switch we can turn on a light, make a cup of tea, and turn on the TV to watch Game of Thrones each Friday evening. All of this requires energy. But more than…

Burns Bot Part 2: Building a Slackbot

Artificial Intelligence / Data Science / Machine Learning / Robert Burns / GitHub / Markov chain models / Bots / Slack / Chatbots

In the previous post we discussed using Markov chain models to generate pseudo-poetry. But data science is not just about writing algorithms which give you a warm feeling and make your grandma swallow her dentures with admiration. A good project culminates with productionisation: packing your data science into a format…

Teaching a computer to write poetry: building a Burns Bot part 1

Artificial Intelligence / Data Science / Data Scientist / Data science projects / ASI / Fellowship / Machine Learning / Artificial Intelligence Data Science Machine Learning / creativity / poetry / Markov chain models / Robert Burns / Scotland

Robert (or Rabbie) Burns was a Scottish poet whose corpus includes ‘An Ode to A Haggis’ and the New Year’s Eve favourite ‘Auld Lang Syne’. Each year on January 25th people throughout the UK come together to celebrate his life, for a night that typically revolves around two of…

The Future of Policy

Machine Learning / unsupervised learning / Policy / Data Science / government

Setrak Balian, ASI Data Science, London Imagine a virtual world in which policymakers can try out different policies without having to suffer the real-world consequences. ASI Data Science teamed up with HM Department for Education to build a simulated world of teachers and schools in order to investigate effects of…

Untangling the network of rogue landlords

Data Policy / Data Science / Data Strategy / Data Scientist / Careers / ASI / Fellow / Machine Learning / Artificial Intelligence / Particle Physics / Lambeth Council / Rogue Landlords / Automation / Greater London Authority / Local councils

I’m making the move from particle physics to data science because I want my skills to have a more direct, positive impact on people. My project with ASI Data Science and Lambeth Council gave me that chance. Rogue landlords in the UK illegally make £4.2 billion pounds per…