Basic skills for Data Management (5 op)
Toteutuksen tunnus: TT00CN80-3002
Toteutuksen perustiedot
Ilmoittautumisaika
01.06.2024 - 03.09.2024
Ajoitus
03.09.2024 - 13.12.2024
Opintopistemäärä
5 op
Toteutustapa
Lähiopetus
Yksikkö
Tekniikka ja liiketoiminta
Toimipiste
Kupittaan kampus
Opetuskielet
- Englanti
Paikat
30 - 65
Koulutus
- Tieto- ja viestintätekniikan koulutus
- Tietojenkäsittelyn koulutus
Opettaja
- Matti Kuikka
- Tommi Tuomola
Vastuuopettaja
Matti Kuikka
Ajoitusryhmät
- Pienryhmä 1 (Koko: 35. Avoin AMK: 0.)
- Pienryhmä 2 (Koko: 35. Avoin AMK: 0.)
Ryhmät
-
PTIETS23deaiData Engineering and Artificial Intelligence
-
PTIVIS23IData Engineering and Artificial Intelligence
Pienryhmät
- Pienryhmä 1
- Pienryhmä 2
- 03.09.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 03.09.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 03.09.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 10.09.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 10.09.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 10.09.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 11.09.2024 11:00 - 12:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 17.09.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 17.09.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 17.09.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 18.09.2024 11:00 - 12:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 24.09.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 24.09.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 24.09.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 25.09.2024 12:00 - 13:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 01.10.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 01.10.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 01.10.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 02.10.2024 12:00 - 13:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 08.10.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 08.10.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 08.10.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 09.10.2024 13:00 - 14:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 22.10.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 22.10.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 23.10.2024 12:00 - 14:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 24.10.2024 08:00 - 09:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 29.10.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 29.10.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 29.10.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 30.10.2024 12:00 - 13:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 05.11.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 05.11.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 05.11.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 06.11.2024 12:00 - 13:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 12.11.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 12.11.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 12.11.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 13.11.2024 12:00 - 13:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 19.11.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 19.11.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 19.11.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 20.11.2024 09:00 - 10:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 26.11.2024 09:00 - 10:00, Theory, Basic skills for Data Management TT00CN80-3002
- 26.11.2024 10:00 - 12:00, Practice, subgroup 2, Basic skills for Data Management TT00CN80-3002
- 26.11.2024 10:00 - 12:00, Practice, subgroup 1, Basic skills for Data Management TT00CN80-3002
- 27.11.2024 09:00 - 10:00, Q&A, Basic skills for Data Management TT00CN80-3002
- 03.12.2024 10:00 - 13:00, Exam, Basic skills for Data Management TT00CN80-3002
Tavoitteet
After completing the course the student can:
- Describe how data can be managed and processed
- Describe how data can be stored in various places and formats
- Manage and analyze data with suitable tools
- Utilize data management tools to process data
- Understand and describe how mathematics can be used for data management
Sisältö
Introduction to data management
Data storage formats
Data storage
Introduction to data processing
Linear algebra
Data management tools
Oppimateriaalit
Material available via the learning environment (ITS).
Opetusmenetelmät
Weekly contact sessions when 3 hours for theory and practical exercises.
Tenttien ajankohdat ja uusintamahdollisuudet
Exam in Week 49.
Retake exam in January 2025.
Pedagogiset toimintatavat ja kestävä kehitys
The course includes approximately 12 theory sessions and guided exercises sessions where students work with practical tasks.
Around half of the exercises are done during the contact hours.
Additionally, exercises for home work that will be partly demonstrated in during contact sessions.
Opiskelijan ajankäyttö ja kuormitus
Contact hours
- 12 times 1h theory: 12 x 1h = 12 hours (groups together)
- 12 times 2h practice: 12 x 2h = 24 hours (in own group)
- Exam: 2 hours
- 1h Q&A sessions 5-6 times = 5 hours
TOTAL: 43 hours
Home and independent work: approximately 90 hours
Total: approximately: 130 hours
Sisällön jaksotus
Weeks 36 - 48:
Introduction to data management
Introduction to Jupyter Notebook
Data storage formats
Basics of linear algebra (vectors, matrices, linear equations)
Data processing and visualization with Python
Basics of virtualization and Linux shell commands
Introduction to databases
Recap
Week 49: Exam
Viestintäkanava ja lisätietoja
Additional information is share via ITS
Arviointiasteikko
H-5
Arviointimenetelmät ja arvioinnin perusteet
You can achieve points from participation, exercises, participation and exam:
- 20% points from participation
- 50% points from practical exercises in class room and home work
- 30% points from the exam
Assessment:
- Participation and exercise (50% of total to pass): Students must achieve at least 50% of the points to pass the course.
- Exam (50% of total points to pass): Students must achieve at least 50% of the points in order to pass the course.
The course is graded on a scale of 0-5.
Grading will be according to the total points collected by the student during the course as well as the exam.
1: 50% (minimum to pass the course)
2: 60-70%
3: 70-80%
4: 80-90%
5: 90- 100%
Hylätty (0)
Less than 50% points
Arviointikriteerit, tyydyttävä (1-2)
50 - 69% points
Arviointikriteerit, hyvä (3-4)
70 - 89% points
Arviointikriteerit, kiitettävä (5)
At least 90% points