Data Science encompasses the collection, analysis, interpretation, and visualisation of data to extract valuable insights and make informed decisions. It combines statistical techniques, Machine Learning algorithms, and domain expertise to uncover patterns, trends, and correlations within data. By leveraging data science, businesses can gain a competitive advantage, optimise operations, and drive growth.
Variational Autoencoders are a type of generative model used in unsupervised learning. VAEs learn a low-dimensional representation of input data and can generate new…