Siirry suoraan sisältöön

TilastomatematiikkaLaajuus (5 op)

Tunnus: 5E00GN87

Laajuus

5 op

Osaamistavoitteet

After completing this course students are able to:

- use the basic statistical methods (calculate statistical values, use graphs in describing scientific phenomena, test hypothesis) in data analysis.

Sisältö

Statistical charts and numbers, probability, regression and correlation, hypothesis testing.

Arviointikriteerit, tyydyttävä (1-2)

Understands and can apply basic statistical methods in data analysis. Can calculate fundamental statistical values, use basic graphs to describe scientific phenomena, and perform simple hypothesis testing, but may require guidance in interpreting results.

Arviointikriteerit, hyvä (3-4)

Demonstrates a solid understanding of basic statistical methods and independently applies these methods in data analysis. Can calculate a variety of statistical values, uses graphs effectively in describing scientific phenomena, and conducts hypothesis testing, showing the ability to interpret results.

Arviointikriteerit, kiitettävä (5)

Exhibits comprehensive and in-depth knowledge of statistical methods. Can use advanced statistical techniques in data analysis, calculates statistical values, creates insightful graphical representations to describe scientific phenomena, and performs hypothesis testing with confidence. Interprets and presents statistical results accurately, providing valuable insights into data.

Ilmoittautumisaika

02.07.2025 - 31.08.2025

Ajoitus

01.09.2025 - 05.12.2025

Laajuus

5 op

Toteutustapa

Lähiopetus

Yksikkö

TAMK Matematiikka ja fysiikka

Toimipiste

TAMK Pääkampus

Opetuskielet
  • Englanti
Koulutus
  • Bachelor's Degree Programme in Environmental Engineering and Green Transition
  • Bachelor's Degree Programme in Textile and Material Engineering
Opettaja
  • Jukka Suominen
Vastuuhenkilö

Jukka Suominen

Ryhmät
  • 24ENVEGT
    Environmental Engineering
  • 24TEMA
    Textile and Material Engineering

Tavoitteet (OJ)

After completing this course students are able to:

- use the basic statistical methods (calculate statistical values, use graphs in describing scientific phenomena, test hypothesis) in data analysis.

Sisältö (OJ)

Statistical charts and numbers, probability, regression and correlation, hypothesis testing.

Arviointikriteerit, tyydyttävä (1-2) (OJ)

Understands and can apply basic statistical methods in data analysis. Can calculate fundamental statistical values, use basic graphs to describe scientific phenomena, and perform simple hypothesis testing, but may require guidance in interpreting results.

Arviointikriteerit, hyvä (3-4) (OJ)

Demonstrates a solid understanding of basic statistical methods and independently applies these methods in data analysis. Can calculate a variety of statistical values, uses graphs effectively in describing scientific phenomena, and conducts hypothesis testing, showing the ability to interpret results.

Arviointikriteerit, kiitettävä (5) (OJ)

Exhibits comprehensive and in-depth knowledge of statistical methods. Can use advanced statistical techniques in data analysis, calculates statistical values, creates insightful graphical representations to describe scientific phenomena, and performs hypothesis testing with confidence. Interprets and presents statistical results accurately, providing valuable insights into data.

Arviointiasteikko

0-5