Data Analysis and Visualization (5op)

Osaamistavoitteet (Opintojakso)

After completing the course, the students will be able to:
- Analyze what kind of data is needed or can be used for visualizations
- Transform and load basic data into analytics software (Tableau Public)
- Design simple visualizations
- Evaluate the quality of visualization applications

Sisältö (Opintojakso)

Data analytics concepts and process, data preprocessing and basic viz pipeline processing steps, tools (Tableau), types of visualizations, dashboards and interactive visualizations.

Esitietovaatimukset (Opintojakso)

Students should have a basic understanding of how to use a computer and browse the internet (incl. using and editing plaintext files in a text editor). Note: Students also need their own pc they can install programs into (at least the Tableau Public desktop application).

Arviointikriteerit, hyväksytty/hylätty (Opintojakso)

The student is able to reach the objectives of this course
The student is not able to reach the objectives of this course

Tenttien ja uusintatenttien ajankohdat

No exam.

Arviointiasteikko

0-5

Opiskelumuodot ja opetusmenetelmät

Contact teaching
Assignments (the primary learning method)
Group work and presentation

Oppimateriaalit

Moodle course with links to additional material.

Opiskelijan ajankäyttö ja kuormitus

See the period timetable. See the Moodle course for instructions when and how to attend the contact teaching hours

Lisätietoja opiskelijoille

The course is organized (only) remotely, using MS Teams. See the Moodle course for instructions how to attend the contact teaching hours: https://moodle.tuni.fi/course/view.php?id=24455

Arviointikriteerit - hylätty (0) (Ei käytössä, kts Opintojakson Arviointikriteerit ylempänä)

Less than 30% of the exercises completed.

Arviointikriteerit - tyydyttävä (1-2) (Ei käytössä, kts Opintojakson Arviointikriteerit ylempänä)

The student is familiar with the essential concepts and can implement simple applications with specific instructions. At least 30% of the exercises completed.

Arviointikriteerit - hyvä (3-4) (Ei käytössä, kts Opintojakson Arviointikriteerit ylempänä)

The student is familiar with the basic concepts and can implement simple applications autonomously. At least 60% of the exercises completed.

Arviointikriteerit - kiitettävä (5) (Ei käytössä, kts Opintojakson Arviointikriteerit ylempänä)

The student is familiar with the main concepts, is able to critically evaluate application requirements, and can implement realistic applications autonomously. At least 90% of the exercises completed. A good group work completed and presented.