Tilastot ja todennäköisyys (5 op)
Toteutuksen tunnus: TE00CS11-3002
Toteutuksen perustiedot
- Ilmoittautumisaika
-
02.07.2024 - 06.09.2024
Ilmoittautuminen toteutukselle on päättynyt.
- Ajoitus
-
06.09.2024 - 13.12.2024
Toteutus on päättynyt.
- Opintopistemäärä
- 5 op
- Lähiosuus
- 5 op
- Toteutustapa
- Lähiopetus
- Yksikkö
- Tekniikka ja liiketoiminta
- Toimipiste
- Kupittaan kampus
- Opetuskielet
- englanti
- Paikat
- 0 - 80
- Koulutus
- Degree Programme in Information and Communications Technology
- Degree Programme in Energy and Environmental Engineering
- Opettajat
- Mikko Peltonen de Santiago
- COS Opettaja
- Ryhmät
-
PENERS23Energy and Environmental Engineering, S23
- Opintojakso
- TE00CS11
Toteutuksella on 40 opetustapahtumaa joiden yhteenlaskettu kesto on 80 t 0 min.
Aika | Aihe | Tila |
---|---|---|
Pe 06.09.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 10.09.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_B1033
Teoriatila
|
Ti 10.09.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_B1033
Teoriatila
|
Pe 13.09.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 17.09.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C2046
Teoriatila muunto
|
Ti 17.09.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_B1033
Teoriatila
|
Pe 20.09.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 24.09.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 24.09.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 27.09.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 01.10.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 01.10.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 04.10.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 08.10.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 08.10.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 11.10.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 22.10.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 22.10.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 25.10.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
EDU_3002
Henrik muunto byod
|
Pe 01.11.2024 klo 08:00 - 10:00 (2 t 0 min) |
Part exam 1, Statistics and Probability TE00CS11-3002 |
LEM_A173_Lemminkäinen
Lemminkäinen
|
Pe 01.11.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 05.11.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 05.11.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 08.11.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
LEM_A173_Lemminkäinen
Lemminkäinen
|
Ti 12.11.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 12.11.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 15.11.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 19.11.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 19.11.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 22.11.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 26.11.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 26.11.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Pe 29.11.2024 klo 10:00 - 12:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ma 02.12.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C1042_Myy
MYY
|
Ti 03.12.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
To 05.12.2024 klo 08:00 - 10:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
ICT_B1047_Alpha
ALPHA
|
Ti 10.12.2024 klo 12:00 - 14:00 (2 t 0 min) |
Homework lesson (group 2), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ti 10.12.2024 klo 14:00 - 16:00 (2 t 0 min) |
Homework lesson (group 1), Statistics and Probability TE00CS11-3002 |
ICT_C0026
Fysiikan laboratorio
|
Ke 11.12.2024 klo 12:00 - 14:00 (2 t 0 min) |
Lecture, Statistics and Probability TE00CS11-3002 |
EDU_2001
Elias muunto byod
|
Pe 13.12.2024 klo 10:00 - 12:00 (2 t 0 min) |
Part exam 2, Statistics and Probability TE00CS11-3002 |
ICT_C1042_Myy
MYY
|
Arviointiasteikko
H-5
Sisällön jaksotus
The course will begin on week 36 and end on week 50.
Topics:
- mean and standard deviation figures
- diagrams and their differences
- regression, correlation
- basic definitions and formulas of probability
- discrete probability distribution, binomial distribution, Poisson distribution
- continuous probability distribution, normal distribution, normalization
- statistical testing, sampling, confidence interval
- z-test and t-test of average
- contingency tables and chi-square test
Tavoitteet
Opintojakson suoritettuaan opiskelija osaa:
- laskea erilaisia keski- ja hajontalukuja annetulle tilastolliselle aineistolle
- määrittää regressiosuoran ja korrelaation, sekä ymmärtää niiden merkityksen
- tunnistaa ja piirtää erilaisia tilastollisia diagrammeja
- jatkuvan ja diskreetin todennäköisyysjakaumien peruskäsitteet
- normittaa normaalijakautuneen muuttujan ja laskea siihen liittyviä todennäköisyyksiä
- laskea luottamusvälejä ja ymmärtää virheen merkityksen tilastollisessa matematiikassa
- määrittää p-arvoja keskiarvon z- ja t-testillä
- luoda frekvenssitaulukon ja soveltaa siihen khiin neliö -testiä
- hyödyntää tietotekniikkaa tilastollisen datan käsittelyssä ja analysoinnissa
Sisältö
- keskiluvut, hajontaluvut
- diagrammit ja niiden erot
- regressio, korrelaatio
- todennäköisyyden perusmääritelmät ja -kaavat
- diskreetti todennäköisyysjakauma, binomijakauma, Poisson-jakauma
- jatkuva todennäköisyysjakauma, normaalijakauma, normittaminen
- tilastollinen testaaminen, otantatutkimus, luottamusväli
- keskiarvon z-testi ja t-testi
- frekvenssitaulukko ja khiin neliö -testi
Oppimateriaalit
All course material and links to outside materials are on ITSlearning.
Opetusmenetelmät
Lectures, exercises, homework, guided practice, project work, independent study
Tenttien ajankohdat ja uusintamahdollisuudet
Part-exam 1 will take place on week 44.
Part-exam 2 will take place on week 50.
There will be an opportunity to retake both part-exams in January 2025.
Kansainvälisyys
During the course we will learn statistical and probability skills and knowledge fundamental for an ICT-engineer's profession. Various forms of technology are widely used in all topics and students are encouraged to learn more ways to use technology in solving problems within the course's topics. A lot of learning happens in class with the guidance of the teacher but independent study and homework is important as well.
Sustainable development aspects are considered during the course. Lesson material and homework feature examples about creating an ecologically sustainable and resilient society, and the impact of statistics in promoting sustainable development is discussed.
Toteutuksen valinnaiset suoritustavat
If a student wants to pass the course by taking only an exam, this needs to be agreed upon with the teacher.
Opiskelijan ajankäyttö ja kuormitus
Contact hours: 28 h (lectures) + 24 h (homework classes) = 52 h
Exams: 4 h
Independent study (homework, exam preparation, extra task etc.): 74 h
Esitietovaatimukset
Insinöörimatematiikan perusteet, Calculus ja Soveltava matematiikka -opintojaksojen sisällöt
TAI
vastaavat tiedot ja taidot
Lisätiedot
It is possible to do an optional statistical project during the course which will give you an extra 2 credits, i.e. a total of 7 credits. This project will be about a topic of your own choosing (with the help of the teacher) and you are expected to use a wide range of statistical and/or probabilistic methods in it. You are expected to gather, process, present and analyse data and produce a report about it, to be submitted by the end of the course by an agreed upon deadline. It is expected that you devote approximately 30-50 hours of work into this. The report won't affect your course grade but, if it contains the required elements and is of an appropriate depth, you will get the 2 extra credits.
More detailed instructions and requirements as well as a template file can be found on ITS. Email the teacher before you start doing the project so that no two students come up with too similar topics.