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Fundamentals of Mathematics and Data Analytics

Structure Type: Study unit
Code: TK00BR67
Curriculum: TK 2025
Level: Bachelor of Business Administration
Year of Study: 1 (2025-2026)
Semester: Autumn
Credits: 5 cr
Responsible Teacher: Rajala, Päivi
Language of Instruction: Finnish

Learning Outcomes

Mathematics/ TAMK

Data Analytics Basics / VAMK
After completing the Data Analytics Basics module, the student will be able to effectively utilize spreadsheet software for data processing, analysis, and reporting. The student will master the basic functions of spreadsheet software, such as data entry, modification, and calculations, as well as advanced features, including formulas, functions, add-ons, statistical analysis, data visualization, and automation. They will be able to use the software for data collection, cleaning, and analysis, ensuring consistency across data sources and evaluating the reliability of results.

Additionally, the student will have the skills to apply data analytics to business development. The course provides a strong foundation for deepening the student's expertise and guides them in utilizing spreadsheet software for a wide range of data analytics purposes.

Contents

Basics of Data Analytics
Basic Use of Spreadsheet Software
Advanced use and functions of Spreadsheet Software
Add-ons for Spreadsheet Software
Automation in Data Analytics
Data Visualization
Statistical Data Analysis

Recommended or Required Reading and Other Learning Resources/Tools

Material provided by the teacher at the specified time.


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