Introduction to artificial intelligenceLaajuus (5 cr)

Objective

You understand the principles of how artificial intelligence works.
You are familiar with AI and machine learning methods specific to the field.
You understand the basics of neural networks.
You understand the limitations and possibilities of artificial intelligence.
You understand the ethical perspectives of using artificial intelligence.
You can use machine learning libraries in programming.
You can implement simple machine learning models through programming.
How are machine learning models implemented through programming?

Content

What are artificial intelligence and machine learning?
What are the different methods of machine learning?
How can artificial intelligence be applied in the implementation of intelligent machines?
What should be considered when applying artificial intelligence?
How are libraries designed for machine learning used in programming?

Qualifications

Basic knowledge of programming and mathematics is required.

Accomplishment methods

a. use professional vocabulary and concepts proficiently.
b. manage appropriate methods of information search.
c. carry out interrelated tasks fluently.
e. apply the key models, methods, software and techniques of the professional field.
g. apply the ethical principles of the professional field according to the situation.