Ian discusses the approach developed at Aberdeen Standard Investments for using machine learning to analyse financial market trends and power innovative asset allocation strategies. The team’s investment process is centred around MATLAB^®, making use of the in-built machine learning algorithms, key visualisation tools, deep integration with other systems and, most importantly, high-performance computing capabilities, including cloud computing and distributed computing clusters.