Our journey navigating the technosphere
Welcome to our second post on inference and energy savings. In our first post [https://tech.ovoenergy.com/inference-in-observational-studies/] you were introduced to the concept of inference, matching and pesky confounding variables - if you haven’t read our first post I would recommend you take a l…
Thomas Reid
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 CoulsonEV drivers can play a key role using smart charging technology provided by Kaluza Flex – an intelligence energy unit within OVO Group. Find out more how.
Giuseppe Burdo
Hello 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 CoulsonHello 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 Coulson