Basics of data analysis Field of study: Aquamatics - Interdisciplinary Management of Water Environments
Programme code: W2-S1AQ20.2023

Module name: Basics of data analysis
Module code: W2-AQ-S1-023
Programme code: W2-S1AQ20.2023
Semester:
  • winter semester 2025/2026
  • winter semester 2024/2025
Language of instruction: Polish
Form of verification: course work
ECTS credits: 3
Purpose and description of the content of education:
This module aims to familiarize students with the fundamental concepts and methods related to data analysis. The classes will also cover topics necessary for proficient navigation in the IT environment, including LAN and WAN environments. The thematic scope includes theoretical content necessary for understanding the principles and methods of data analysis, starting from understanding data structures and their organization through data processing, quality analysis, graphical presentation, and basic statistical analysis. Students will become acquainted with IT tools enabling data management, such as spreadsheets, database management systems, and statistical packages. The objective of the classes is to acquire basic skills in using the learned software, which will allow for analyzing data obtained in projects, used in modelling, presenting data in graphs, and utilizing databases. Additionally, the module aims to achieve fluency in handling large data sets and the ability to verify their quality and completeness.
List of modules that must be completed before starting this module (if necessary): not applicable
Learning outcome of the module Codes of the learning outcomes of the programme to which the learning outcome of the module is related [level of competence: scale 1-5]
Rozumie czym są dane, zna podstawowe formaty zapisu danych w systemach informatycznych, umie rozpoznać ich strukturę. [W2-AQ-S1-023 _1]
 AQ1_W01 [3/5] AQ1_U03 [3/5]
Zna i umie korzystać w stopniu podstawowym z narzędzi do analizy danych (arkusz kalkulacyjny, system zarządzania bazami danych, pakiet statystyczny). [W2-AQ-S1-023 _2]
 AQ1_W01 [3/5] AQ1_U03 [3/5] AQ1_W08 [3/5]
Umie ocenić jakość danych, operować na danych, zaprezentować w formie graficznej, przeprowadzić podstawową analizę statystyczną [W2-AQ-S1-023 _3]
 AQ1_W01 [3/5] AQ1_U03 [3/5] AQ1_W08 [3/5]
Form of teaching Number of hours Methods of conducting classes Assessment of the learning outcomes Learning outcomes
lecture [W2-AQ-S1 _023 fs 1] 5 Problem-based lecture [b01]  course work W2-AQ-S1-023 _2
laboratory classes [W2-AQ-S1 _023 fs 2] 30 Working with a computer [d01] 
Working with a programmed textbook [d02] 
Project scheduling [e04]  		course work W2-AQ-S1-023 _1 W2-AQ-S1-023 _2 W2-AQ-S1-023 _3
The student's work, apart from participation in classes, includes in particular:
Name Category Description
Search for materials and review activities necessary for class participation [a01] Preparation for classes
reviewing literature, documentation, tools and materials as well as the specifics of the syllabus and the range of activities indicated in it as required for full participation in classes
Developing practical skills [a03] Preparation for classes
activities involving the repetition, refinement and consolidation of practical skills, including those developed during previous classes or new skills necessary for the implementation of subsequent elements of the curriculum (as preparation for class participation)
Production/preparation of tools, materials or documentation necessary for class participation [a05] Preparation for classes
developing, preparing and assessing the usefulness of tools and materials (e.g. aids, scenarios, research tools, equipment, etc.) to be employed in class or as an aid when preparing for classes
Implementation of an individual or group assignment necessary for course/phase/examination completion [c03] Preparation for verification of learning outcomes
a set of activities aimed at performing an assigned task, to be executed out of class, as an obligatory phase/element of the verification of the learning outcomes assigned to the course
Attachments
Module description (PDF)
Information concerning module syllabuses might be changed during studies.
Syllabuses (USOSweb)
Semester Module Language of instruction
(no information given)