Find a Data Scientist

If you're looking for a data scientist to work with on a research project or someone to discuss potential methodologies with for a research problem, then you can use the buttons below to search for the expertise you need or alternatively use the A-Z button to search the full list of data scientists.

Optimisation

Optimisation is a field aimed at finding the best possible element from some set given one or multiple criteria

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Causality

Causality is an area concerned with the problem of finding and quantifying the relationship between cause and effect

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Game theory

Game theory is a branch of applied mathematics that provides tools for analysing situations in which parties, called players, make decisions that are interdependent (Encyclopædia Britannica)

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Data security

Data security means protecting digital data, such as those in a database, from destructive forces and from the unwanted actions of unauthorized users (Summers, 2004)

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Physical modelling

Physical modeling are the techniques that aim to model, using mathematical equations, the physical processes

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Software engineering

A branch of computer science that deals with the design, implementation, and maintenance of complex computer programs (Merriam-Webster)

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Machine learning

Machine Learning is the study of computer algorithms that improve automatically through experience (Tom Mitchell, 1997)

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Machine vision

Machine Vision is a discipline aimed at automatic extraction of high level information (descriptions) from visual data

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Network analysis

Network analysis is a set of integrated techniques to depict relations among actors and to analyze the social structures that emerge from the recurrence of these relations - A.M. Chiesi

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Bayesian inference

Bayesian inference is a method of statistical inference in which Bayes' theorem is used to update the probability for a hypothesis as more evidence or information becomes available

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A-Z

Natural language processing

The use of computers to process natural languages, for example for translating (Oxford Learner's Dictionaries)

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Time series analysis

Time series analysis comprises methods for analysing time series data in order to extract meaningful statistics and other characteristics of the data (Wikipedia)

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Statistical modelling

A statistical model is a mathematical model that embodies a set of statistical assumptions concerning the generation of sample data (Wikipedia)

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Emulation/ uncertainty quantification

Uncertainty quantification (UQ) is the science of quantitative characterization and reduction of uncertainties in both computational and real world applications (Wikipedia)

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Clinical trials

Clinical trials are research investigations in which people volunteer to test new treatments, interventions or tests as a means to prevent, detect, treat or manage various diseases or medical conditions

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Embedded systems

An embedded system is a computer system that has a dedicated function within a larger mechanical or electrical system

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Frequentist inference

Frequentist inference is a type of statistical inference that draws conclusions from sample data by emphasizing the frequency or proportion of the data (Wikipedia)

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Communications

A field of studies concerned about transmission of information

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If you're not sure what expertise you are looking for, but would like to speak with a colleague from the IDSAI about your work or project please contact us at idsai@exeter.ac.uk

Quantum Computing

Quantum Computing relies on the rules of quantum mechanics to perform calculations in a way being inherently different from classical computing.

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High performance computing

High-performance computing (HPC) is the field aimed at performing complex calculations at high speeds or with high volumes of data, often using specially designed computation equipment

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Signal processing

Signal processing is an electrical engineering subfield that focuses on analysing, modifying, and synthesizing signals such as sound, images, and scientific measurements (Wikipedia)

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Social Media

Signal processing is an electrical engineering subfield that focuses on analysing, modifying, and synthesizing signals such as sound, images, and scientific measurements (Wikipedia)

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Misinformation

High-performance computing (HPC) is the field aimed at performing complex calculations at high speeds or with high volumes of data, often using specially designed computation equipment

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