Predictive analysis, a type or extension of predictive analysis, is used to advise or predict certain actions when certain information states are reached or conditions are met. Algorithms use mathematical techniques and/or business rules to choose from different actions that are adapted to a specific goal (such as improving job performance) and recognize various requirements or limitations.
Predictive maintenance is a method used to predict and prevent possible malfunctions in equipment. Using technologies such as sensors, artificial intelligence and machine learning, it constantly monitors the state of the machine and can pre-determine any problems.
Data science is about gaining actionable insights into the data a company owns, supported by a variety of applications.
Federated Learning is a collaborative learning method that enables machine learning models to be trained distributed across multiple devices without user data being sent to a central server.
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