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Inference in observational studies

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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 o…

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data science analytics

Introduction to energy disaggregation

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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 ser…

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data science analytics

Bayesian Optimisation for improving model performance

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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 techni…