In the field of machine learning, hyperparameter optimization refers to the search for optimal hyperparameters. A hyperparameter is a parameter that is used to control the training algorithm and whose value, unlike other parameters, must be set before the model […]
Machine learning can help companies identify completely new metrics in a rapidly changing market. It is well known that machine learning is already helping companies achieve their performance goals by optimizing existing performance metrics. By leveraging the growing volume of […]
AutoML enjoys a steadily increasing popularity (see Forbes). Not least driven by the numerous successes in practical analyses. In a world in which more and more devices produce data and are networked with each other, the data “produced” grows disproportionately. […]
What is a Data Lake? A data lake is a system or repository of data stored in its natural/ raw format, usually, object blobs or files. A data lake is usually a single store of all enterprise data including raw […]
Industry 4.0 is a name given to the current trend of automation and data exchange in manufacturing technologies. It includes cyber-physical systems, the Internet of things, cloud computing and cognitive computing. Industry 4.0 is commonly referred to as the fourth […]
