• Statistics and Probability (TZVM6300-3009),
         09.01.2023 – 19.05.2023,  3 cr  (LOGRAKVERKKO) — Online learning +-
    Learning outcomes of the course
    The goal of the course
    You will learn to process and analyse statistical data in order to make right decisions in working life. You will learn to calculate probabilities of different events or risks and to study statistical dependence found in the data.

    Course competences
    Knowledge and understanding (EUR-CE KN)

    Learning outcomes
    You know basic concepts and and methods of probability and statistics. You can analyze statistical data, make forecasts and study statistical relationships. You can calculate probabilities of events and evaluate risks. You know random variables, statistical distributions and the expectation value. You can use Excel in applications.
    Prerequisites and co-requisites
    Basic use of spreadsheets
    Course contents
    Descriptive statistics
    Fundamentals of probability theory
    Statistical distributions
    Linear regression and correlation
    Using Excel in applications
    Assessment criteria
    Assessment criteria - grade 1 and 2
    Adequate 1
    You have achieved the desired goals. You know a few of the concepts and methods and how to apply them in familiar situations but your reasoning is often deficient and you make mistakes in calculations.

    Satisfactory 2
    You have achieved the desired goals. You know many of the concepts and methods and how to apply them in familiar situations but your reasoning is sometimes deficient or you make mistakes in calculations.
    Assessment criteria - grade 3 and 4
    Good 3
    You have achieved the desired goals. You know most of the concepts and methods and how to apply them in familiar situations showing often the ability to reason completely and calculate flawlessly

    Very good 4
    You have achieved the desired goals. You know most of the concepts and methods and how to apply them in new situations showing in most cases the ability to reason completely and calculate flawlessly.
    Assessment criteria - grade 5
    Excellent 5
    You have achieved the desired goals. You know all the concepts and methods and how to apply them in new situations showing always the ability to combine things, reason completely and calculate flawlessly.
    Language of instruction

    Finnish

    Location and time

    Kurssin materiaaleja voi käydä omaan tahtiin, ottaen kuitenkin huomioon loppukoeajankohdat. Loppukokeet pidetään loppukeväällä ja niiden ajankohdat ilmoitetaan työtilassa. (not translated)

    Planned learning activities, teaching methods and guidance

    Lectures and exercise sessions. Independent studying with Moodle material.

    Lecturer(s)

    Ida Arhosalo

    Learning materials and recommended literature

    Material in Moodle
    Additional material:
    9789526329796 Nummenmaa, L., Holopainen, M. & Pulkkinen, P. (2017) Tilastollisten menetelmien perusteet. Helsinki: Sanoma Pro

    Lecturer(s)

    Ida Arhosalo

    Campus

    Main Campus

    Exam dates and re-exam possibilities

    Loppukoeajankohdat ilmoitetaan kurssin työtilassa. (not translated)

    Timing

    09.01.2023 - 19.05.2023

    Learning assignments and student workload

    81h

    Enrollment

    01.11.2022 - 05.01.2023

    Groups
    • LOGRAKVERKKO
    Seats

    0 - 5

    Assessment methods

    Exam 80-90%
    Homework 10-20%

    Degree Programme

    Bachelor's Degree Programme in Logistics, Bachelor's Degree Programme in Construction and Civil Engineering

    Mode of delivery

    Online learning

    Share of virtual studies

    3 cr

    Credits
    • 3 cr
    Unit

    School of Technology