Our journey navigating the technosphere
Hello and welcome to the latest riveting read from the data science team here at OVO - this time about methodologies for measuring the impact of some intervention where you cannot control who receives the intervention. First let’s define some different types of study. There are many types of experi…
Morley CoulsonHello and welcome to another data science themed blog post, this time with a focus on energy disaggregation (aka non intrusive load monitoring or NILM - I know this sounds a bit like a school-yard insult but unfortunately it is not). This is the first in a series on the topic so keep an eye out futu…
Morley CoulsonOVO has acquired SSE Retail Services, expanding our customer base from 1.5m to 5m. We’ll consolidate onto single platforms, so we’ll have multiple technical challenges. We will closely safeguard customer experience, and security of our customer’s data. We’ll also need to move volumes of data, which…
Katie Russell
Hello whoever is reading this, I'm here with a data science themed blog post for anyone interested in adding a new tool to their predictive modelling/ML toolkit. This post will focus on hyperparameter optimisation - these are the parameters of modelling techniques themselves that are specified by th…
Morley CoulsonFirst, introductions - my name is Tom and I work as a Data Scientist in the Engagement Team. What do we do, you ask? Well, as it happens, it’s pretty engaging stuff... Helping members cut their carbon with science Like most folks at OVO over the past 3 months, my team has been working hard on our…
Thomas Reid