Edistynyt tiedonhallintaLaajuus (5 op)

Osaamistavoitteet

The student knows how to choose, design and apply a suitable data management system (SQL and/or NoSQL) for their software project. The student is able to use advanced data management techniques based on authentication, authorization and, for example, handling complex large datasets efficiently.

Sisältö

- Design and implementation of the chosen data management system
- Implementing the authentication and authorization
- Managing large complex datasets (e.g. aggregation and indexing, etc.)
- Maintaining system performance and quality of data
- Data filtering
- Analytics

Arviointikriteerit, tyydyttävä (1)

The student is able to implement SQL- and/or NoSQL-based data management applications acknowledging basic level of information security under guidance.

Arviointikriteerit, hyvä (3)

The student is able to implement SQL- and/or NoSQL-based data management applications acknowledging basic level of information security independently. The student is also able to apply some advanced filtering techniques as well as monitor and manage the system performance in their data management system.

Arviointikriteerit, kiitettävä (5)

The student is able to implement SQL- and/or NoSQL-based data management applications and apply advanced level of information security independently. The student is also able to proactively apply advanced filtering techniques as well as monitor and manage the system performance in their data management system based on their own consideration.