EM-2-040

• Energy and environmental engineering 2021 - Digital systems
• Energy and environmental engineering 2022 - Digital systems

4 (2023-03-20 to 2023-07-31)

Swedish

Compulsory

First

2

5 cr

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

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)

Fastai and Pytorch
Classification of pictures
Tabular data
Timeseries
Object detection

Machine learning

• Lectures - 30 hours
• Project- and production work/artistic activities - 30 hours
• Individual studies - 75 hours

• Total workload of the course: 135 hours
• Of which autonomous studies: 135 hours
• Of which scheduled studies: 0 hours

Participation in tuition

To pass the course the student should pass the
following examinations:
Online tests and project assignment.

Roos Kim

Roos Kim

https://arcada.itslearning.com/ External link

No limit (14 students enrolled)

12 months after course has ended

2023-03-06 to 2023-04-02