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Regression modelling (Lasso, Ridge, xgboost, SVR) and exploratory analysis of Ames, Iowa dataset. Also contains exploratory analysis of London House prices in Tableau
An interesting visualisation created in D3 for the 360Giving Data Visualisation Challenge Fund submission
Explaining machine learning model prediction using lime on two datasets: Image classification on Food 101 dataset and Customer churn for a telco company
NLP and Visualisation using Twitter Data for Global Health. Contains text processing, unsupervised methods (LDA, t-SNE) and Sentiment Analysis in Python. Interactive visualisation dashboard in D3
GIS project - Use of geographically weighted regression and k-means clustering in R to investigate patterns of wellbeing in London in 2011. Includes use of shapefiles, spatial data frames and outpu…
Using collaborative filtering model (ALS) implemented in Apache Spark to recommend movies based on ratings given by similar users
136 contributions in the last year
ryankarlos has no activity yet for this period.
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