The course is included in these curricula and study modules
The course takes place in period
4 (2023-03-20 to 2023-07-31)
Level/category
Teaching language
Swedish
Type of course
Compulsory
Cycle/level of course
First
Recommended year of study
2
Total number of ECTS
5 cr
Competency aims
Within this study unit we will focus on the
following
competencies:
Professional competence in digital systems.
SDG's in focus:
- #7: Affordable and clean energy
- #9: Industry, innovation and infrastructure
Learning outcomes
Once you have completed the study unit you will
have? (mention
knowledge, skill, attitude):
Has an understanding of how AI can be integrated
into various
smart systems. (Skill)
Knowledge of programming and smart systems.
(Knowledge, skill)
Knowledge of neural networks and an understanding
of its
various elements. (Knowledge, skill)
Be able to create AI models for tabular data.
(Skill)
Be able to identify objects (position and type)
with AI for
visual data. (Skill)
Course contents
Fastai and Pytorch
Classification of pictures
Tabular data
Timeseries
Object detection
Prerequisites and co-requisites
Machine learning
Study activities
- Lectures - 30 hours
- Project- and production work/artistic activities - 30 hours
- Individual studies - 75 hours
Workload
- Total workload of the course: 135 hours
- Of which autonomous studies: 135 hours
- Of which scheduled studies: 0 hours
Mode of Delivery
Participation in tuition
Assessment requirements
To pass the course the student should pass the
following examinations:
Online tests and project assignment.
Teacher
Roos Kim
Examiner
Roos Kim
Home page of the course
Group size
No limit (14 students enrolled)
Assignments valid until
12 months after course has ended
Course enrolment period
2023-03-06 to 2023-04-02
Date | Time | Room | Title | Description | Organizer |
---|---|---|---|---|---|
2023-03-20 | 13:15 - 16:00 | E387 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-03-29 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-04-05 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-04-12 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-04-19 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-04-26 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-05-03 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-05-10 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |
2023-05-24 | 09:15 - 12:00 | E383 | Neurala nätverk | Join Zoom Meeting https://arcada.zoom.us/j/6040267091 | Roos Kim |