AI engineeringLaajuus (5 cr)

Objective

You understand the areas related to AI technology.
You can solve production challenges related to AI projects.
You can optimize the performance of machine learning models.
You know the phases involved in bringing an AI product to production.
You can build various machine learning models through programming.

Content

What are the components of AI technology?
What challenges can be encountered in the production of AI products?
How is the performance of machine learning models optimized?
What tools are used in the production of AI products?
How are different machine learning models built through programming?

Qualifications

Advanced knowledge of machine learning, deep learning, and data science is required.

Evaluation

a. use professional vocabulary and concepts extensively and proficiently in different situations.
b. justify their information sources in a versatile and critical way.
c. work innovatively and independently in working life expert duties and creatively identify and solve the problems of the professional field.
d. promote and develop operations in customer/client, user and target group situations.
e. assess and develop models, methods, software and techniques.
f. manage and develop team work.
g. promote the application of ethical principles in unfamiliar situations.