Choose a starting path for your role

The D.Hub features to learn first depend on your responsibilities. Choose a role below and follow the pages in the order used to produce your first result.

Data engineer

A data engineer registers and transforms source data, then makes it available to other features.

Order	Task	Result
1	Add nodes to a pipeline	Input, processing, and output nodes are placed on the canvas.
2	Connect nodes	The data flow between nodes is connected and valid.
3	Run a pipeline	Execution history shows the success status and output of each step.

See Data Connections to connect an external source. If you need to connect data by business concept, define entities and relationships in Ontology Builder. For API automation, see API client tools.

Data analyst

A data analyst explores data registered in a collection and shares results with dashboards or AI features.

Order	Task	Result
1	Explore collections	Identify the dataset to analyze, its owner, and its update status.
2	Create a dashboard	A dashboard is created in the selected collection.
3	Connect data to a widget	The chart or table displays the required values.

To search and ask questions about documents, complete Create knowledge and then Test search.

Administrator

An administrator manages accounts, groups, authentication, and permissions so users can sign in and access the required assets.

Order	Task	Result
1	Manage user accounts	The user is registered with the correct type and active status.
2	Manage groups	The user belongs to the appropriate work group.
3	Change sharing permissions	The user accesses an asset with the role required for the task.
4	Manage service accounts and access tokens	An automation account exists, and access tokens for D.Hub API authentication can be issued or revoked.

Organizations that use SSO should also review Authentication settings.