Data tend to live in low-dimensional nonlinear subspaces. The framework of Riemannian geometry can take such nonlinearity into account: If set up properly, data seem to lie on low-dimensional linear ...

Outlier detection is essential before modelling data, as outliers can significantly affect results. Categorical data outliers are identified through the percentage availability of data across ...

Your browser does not support the audio element. Handling audio data is an essential task for machine learning engineers working in the fields of speech analytics ...