Abstract: Disclosed herein are various embodiments for training and enriching a natural language processing system. An embodiment operates by determining that a first prediction from a first machine model has been generated based on a dataset comprising a plurality of attributes. A technical map identifying a first subset of attributes of the plurality of attributes used to generate the first prediction by the first machine model is generated. Natural language translations corresponding to at least a portion of the first subset of attributes used to generate the first prediction by the first machine model are identified. A natural language map of the first subset of attributes is generated based on the natural language translations. The natural language map is provided with the first prediction.

Abstract: Disclosed herein are various embodiments for training and enriching a natural language processing system. An embodiment operates by determining that a first prediction from a first machine model has been generated based on a dataset comprising a plurality of attributes. A technical map identifying a first subset of attributes of the plurality of attributes used to generate the first prediction by the first machine model is generated. Natural language translations corresponding to at least a portion of the first subset of attributes used to generate the first prediction by the first machine model are identified. A natural language map of the first subset of attributes is generated based on the natural language translations. The natural language map is provided with the first prediction.

Abstract: To simultaneously deploy software package on hosts such as cloud devices and on-premise device, a request is received at a central server to deploy a software package on hosts in a landscape. A topology file of the hosts in the landscape is generated. The hosts in the landscape include one or more hosts located in the cloud environment and one or more hosts located in the on-premise environment. A server side security certificate corresponding to the central server and host side security certificate corresponding to each of the hosts in the landscape is generated. The server side security certificate from the central server is sent to each of the hosts to establish a trusted communication between the central server and the hosts. Accordingly, the software package is deployed simultaneously on hosts as cloud devices and on-premise device.