•   Introduction to Data Analytics for Business ANA001TR1AE-3026 01.08.2025-31.12.2025  5   (DEMO) +-
    Learning objectives
    After having completed this course or attained an equivalent competence level, the student:
    - utilises business and customer data from various sources to support decision-making process
    - processes data in Excel or other suitable software
    - formulates data into tables and calculate descriptive statistics
    - visualises data correctly
    - analyses and interprets correlations and their significance
    - is able to interpret, report and critically assess the results
    Starting level and linkage with other courses
    Prerequisite is the successful completion of course ICT Key Comeptences.
    Contents
    - statistics and their representation as tables and charts
    - descriptive statistics
    - correlation and regression
    - time series
    - basics of statistical inference
    Assessment criteria
    Assessment criteria - grade 1
    When the implementation type of the course is CONTACT, ONLINE or BLENDED it is required that the student is present during those teaching hours that are marked in the study schedule. If you are absent more than 25 %, your grade will be lowered by one. If you are absent more than 50 %, the course is failed.

    Is able to calculate basic descriptive statistics. Visualises data with basic figures and tables. Is able to list the main results.
    Assessment criteria - grade 3
    Analyses correlations, differences and trends. Visualises data with various figures and tables. Is able to interpret and report the results.
    Assessment criteria - grade 5
    Analyses and interprets independently correlations, differences and trends. Selects and creates suitable graphical presentations to visualise data. Is able to interpret and assess the results and give suggestions for development.
    Teaching methods and instruction

    This implementation is only for demonstrations and there is no teaching here.

    Campus

    Pasila Campus

    Teaching language

    English

    Timing

    01.08.2025 - 31.12.2025

    Enrollment

    01.08.2025 - 28.11.2025

    Groups
    • DEMO
    Teachers

    Toni Ernvall

    Seats

    1 - 250

    Degree Programme

    INTBBA International Business

    R&D proportion

    0.00 cr

    Virtual proportion

    0.00 cr

    Evaluation scale

    H-5