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Who We Are

Next generation analysis and tools for real world solutions

CountingLab are experts in translational data analytics – creating, translating, developing and applying cutting-edge techniques from the academic community into commercial solutions to solve real world problems.

 
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CountingLab Expertise

Advanced mathematics is increasingly proving able to model and predict the complexities of human behaviour, whether on or offline. Using a variety of methodologies, we help organisations directly, or via their analytical agency or consulting partners.

 
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Techniques we specialise in forming the backbone of ARTIFICIAL INTELLIGENCE (AI) and MACHINE LEARNING:

  • Deep learning (artificial neural networks)

  • Computer Vision

  • Image Segmentation

  • Social Media Analysis (Trustworthiness, sentiment contagion, influence analysis, topic extraction, community detection and characterisation, evolution and prediction)

  • Forecasting

  • Static and dynamic segmentations

  • Performance modelling

  • Recommender systems

  • Customer decision modelling

  • Gradient Boosting Machines (GBMs)

  • Heuristics and Prospect Theory

  • Optimisation techniques (including genetic algorithms)

  • Agent-based modelling

  • Recurrent Quantification Analysis

  • Missing data modelling and estimation

  • Topological data analysis

  • Random forests

  • Time series analysis

  • Information theory

  • Probabilistic mixture models

  • Dimension reduction

  • Data sampling and uncertainty calculations

  • Bayesian networks

  • Multiple regression (SVD, lasso, ridge, elastic net)

  • Quantile regression

  • Support vector machines

  • And much else besides ...