FRAMEWORK FOR A MACHINE LEARNING MODEL AND/OR MACHINE LEARNING APPLICATION ADAPTATION FOR A TARGET IN A COMMUNICATIONS NETWORK

Methods, systems, apparatuses, and computer program products are provided for machine learning model and/or machine learning application adaptation for a target in a communications network. In this regard, a machine learning request for a machine learning model related to a target is received from a consumer entity. The machine learning request includes a machine learning identifier to identify the machine learning model, a target identifier to identify the target, and a consumer entity identifier to identify the consumer entity. Additionally, a machine learning adaptation profile is obtained based at least in part on information or data retrieved from the machine learning identifier, the target identifier, and the consumer entity identifier. The machine learning model is adapted based at least in part on the machine learning adaptation profile to generate a deployable version of the machine learning model. A deployable version of the machine learning model may then be provided to the target.