James PhebyLatest NLP models and visualisation tools such as SHAP and LIME can shine a light on news biasWe can analyse parameters and word vectors learned by models to generate story ideas, challenge groupthink and potentially quantify biases…Aug 8, 2022Aug 8, 2022
James PhebyThe UCL survey on global attitudes to Covid is an invaluable resource for data scientistsUnfortunately, it is not very user friendly. But in this blog we will see how to clean and process the data so that we can isolate and…Apr 7, 2022Apr 7, 2022
James PhebyInterpretting coefficient values in Linear Regression models with transformed dataCan you explain how the inputs of your model relate to the outcome? Do you even need to?Jan 23, 2022Jan 23, 2022
James PhebyMovie websites such as OMDb and The Numbers are treasure chests of information, and a few lines of…Navigating movie websites such as IMDb, OMDb and The Numbers can be a little overwhelming unless you are searching for specific films or…Nov 11, 2021Nov 11, 2021