Industrial Internet of Things and Data Analytics

Computational approaches to working with numerical data on a large scale. Computation on arrays of continuous variables underpins machine learning, data analytics, and signal processing. Vectorised operations on numerical arrays, fundamental stochastic and probabilistic methods and scientific visualisation. Manipulating continuous data, specifying problems in a form that can be solved numerically, dealing with unreliable and uncertain information, and communicating these results. Operations on vectors and matrices, specifying and solving problems via numerical optimisation, time series modelling, scientific visualisation and basic probabilistic computation.