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Benjamin Wilson's Projects

abstract-data-stuctures icon abstract-data-stuctures

An exercise in understanding fundamental data structures such as Stacks, Queues, Arrays and Lists, Linked Lists and Binary Search Trees. It also contains implementations of concepts such as class templates and abstraction.

cancer-prediction-model icon cancer-prediction-model

This report focuses on the aspects of data science and machine learning to feature engineer a dataset to develop a predictive model the can be implemented into a Clinical Decision Support System(CDSS). It will outline typical workflows and methodologies of analysis and development of classification models using a common data science stack. A further reason for attempting this project is that it could provide insight into how data science and AI can give a much-needed boost to efficiency in diagnostics. Furthermore, finding out how these systems might be diffused or are diffusing into society will be part of the success of the final system.

daedalus icon daedalus

Daedalus is a novel dynamic spatial microsimulation prototype being developed at the Leeds Institute for Institute Data Analytics. Currently, the main goal is to a create a proof of concept component as part of the SPENSER (Synthetic Population Estimation and Scenario Projection Model) project. In this we hope to demonstrate a potential for a highly integrated system that allows users to produce (custom) population projections for policy intervention analysis.

data-warehouse-etl icon data-warehouse-etl

A collection of SQL examples for processing relational data into a Star Schema data warehouse.

humanleague icon humanleague

Microsynthesis using quasirandom sampling and/or IPF

neworder icon neworder

A prototype dynamic microsimulation package

ukcensusapi icon ukcensusapi

UK Census Data queries and downloads from python or R

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