The course is included in these curricula and study modules
- Information technology 2014 - Service oriented architectures and system design
- Information technology 2015 - Service oriented architectures and system design
- Information technology 2016 - Service oriented architectures and system design
- Information technology 2017 - Service oriented architectures and system design
- Information technology 2018 - Data processing and applied mathematics & physics
- Information technology 2019 - Data processing and applied mathematics & physics
- Information technology 2020 - Data processing and applied mathematics & physics
- Information technology 2021 - Thesis and research methods
- Information technology 2022 - Thesis and research methods
- Information technology 2023 - Thesis and research methods
The course takes place in period
2 (2023-10-23 to 2023-12-31)
Level/category
Teaching language
Swedish
Type of course
Compulsory
Cycle/level of course
First
Recommended year of study
3
Total number of ECTS
5 cr
Competency aims
In this study unit the focus lies on the following
competencies:
Competence in computer science and web-scraping
of data
Competence in processing different types of data
(image, sound)
Global goals in focus:
#3: Good health and well-being
#5: Gender equality
Learning outcomes
Upon completion of this study unit:
You understand signal processing and time series
analysis. (Knowledge)
You understand the difference between how
different types of data are stored. (Knowledge)
You can retrieve, format, process and visualize
data. (Skills)
You can do web scraping. (Skills)
You perceive the value of tabular raw data.
(Approach)
You understand the dangers and opportunities of
visualising data. (Approach)
Course contents
Python and Pandas
Visualization & Graphs
Web scraping
Time series
Images and sounds as data
Prerequisites and co-requisites
Good programming skills
Recommended or required reading
Recommended:
- "Python for Data Analysis", Wes McKinney
(O?Reilly
Media)
- Pandas documentation
http://pandas.pydata.org/ External link
Study activities
- Lectures - 36 hours
- Project- and production work/artistic activities - 37 hours
- Individual studies - 20 hours
- Internet-based studies - 10 hours
Workload
- Total workload of the course: 103 hours
- Of which autonomous studies: 103 hours
- Of which scheduled studies: 0 hours
Mode of Delivery
Participation in tuition
Assessment methods
Assessment requirements
All assignments and course projects completed,
submitted and approved.
Teacher
- Biström Dennis
- Karlsson Jonny
Examiner
Biström Dennis
Home page of the course
Group size
No limit (29 students enrolled)
Assignments valid until
12 months after course has ended
Course enrolment period
2023-10-09 to 2023-11-05
Assessment methods
Date will be announced later - Other assignments
| Date | Time | Room | Title | Description | Organizer |
|---|---|---|---|---|---|
| 2023-10-26 | 12:15 - 15:00 | F365 | Databearbetning | Biström Dennis | |
| 2023-10-31 | 12:15 - 15:00 | E385 | Databearbetning | Biström Dennis | |
| 2023-11-07 | 12:15 - 15:00 | F365 | Databearbetning | Biström Dennis | |
| 2023-11-09 | 12:15 - 15:00 | F365 | Databearbetning | Biström Dennis | |
| 2023-11-14 | 12:15 - 15:00 | E385 | Databearbetning | Kodtillfälle #1 | Biström Dennis |
| 2023-11-16 | 13:15 - 15:30 | E387 | Databearbetning | - | Biström Dennis |
| 2023-11-20 | 09:15 - 11:00 | F143 | Sisusession för IT & Media åk 1 och 2 & MTH1 på Campus och ONLINE | Detta är en hybridsession där ni lär er använda Sisu, så man kan delta endera på campus eller online. Om man deltar på campus rekommenderas att man tar egen dator med sig (en padda eller smarttelefon fungerar tyvärr inte). Sessionen ordnas av Arcadas studieärenden: sisu@arcada.fi DELTA VIA DENNA LÄNK: https://teams.microsoft.com/l/meetup-join/19%3ameeting_OTI1NGMzNzUtNjQwYy00MmE1LWIwYTktZmY1YTZjYjkzZTE2%40thread.v2/0?context=%7b%22Tid%22%3a%2286080f64-b23d-4f93-8c43-e65f2588b9c3%22%2c%22Oid%22%3a%2295120ab9-e6c5-4d68-b283-421bbe101856%22%7d Välkomna! | Ahlroth Siri Eerola Sabina |
| 2023-11-21 | 12:15 - 15:00 | D399 | Databearbetning | Biström Dennis | |
| 2023-11-23 | 12:15 - 15:00 | F365 | Databearbetning | Biström Dennis | |
| 2023-11-24 | 11:30 - 12:15 | D4110 | Studentdialog för 3:dje årets IT-studenter | Utvärdering och diskussion | Biström Dennis Dayama Niraj Grönholm Hanna Karlsson Jonny Kuvaja-Adolfsson Kristoffer Scherbakov-Parland Andrej Welander Fredrik |
| 2023-12-07 | 13:15 - 15:30 | E387 | Databearbetning | - | Biström Dennis |
| 2023-12-08 | 11:30 - 15:00 | B320 | IA - Thesis Forum | Biström Dennis Karlsson Jonny Scherbakov-Parland Andrej Welander Fredrik Westerlund Magnus |
|
| 2023-12-12 | 12:15 - 15:00 | F365 | Databearbetning | Kodtillfälle #2 | Biström Dennis |
| 2023-12-13 | 13:00 - 15:45 | Databearbetning | Glögg på Cornern | Biström Dennis |