These are sort of the building blocks for Azure data factory
Pipeline – logical group of activities – for eg Get MetaData , copy activity , lookup activity etc
linked service – connection service to resources – the way you create this is to click on manage -> linked service
Dataset refers to the data that are used in the activities and you need linked service to enable the connection to the data
Triggers – define how and when the pipeline is executed.