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Applications of Machine Learning (5 cr)

Code: 5G00EV15-3002

General information


Enrolment period

15.12.2022 - 08.01.2023

Timing

01.01.2023 - 07.05.2023

Credits

5 op

Mode of delivery

Contact teaching

Unit

ICT Engineering

Campus

TAMK Main Campus

Teaching languages

  • Finnish

Seats

0 - 50

Degree programmes

  • Degree Programme in ICT Engineering

Teachers

  • Ossi Nykänen

Person in charge

Ossi Nykänen

Groups

  • 20I224

Objectives (course unit)

The student is familiar with the most common algorithms and implementation techniques of machine learning. The student knows how to prepare the data, choose the method and teach the model. The student is able to control data driving in a learned model and analyze the results.

The student knows the principles of project management and management.

Content (course unit)

Most common algorithms and implementation techniques for machine learning. Preparing data, selecting a method and teaching a model, driving data to a learned model, and analyzing the results.

Project management and management.

Assessment criteria, satisfactory (1-2) (course unit)

The student is able to use a suitable machine learning method. Students get results using the model.

Assessment criteria, good (3-4) (course unit)

The student is able to use a suitable method. The student is able to produce results using the model.

Assessment criteria, excellent (5) (course unit)

The student is able to choose the most suitable method for the goal. The student is able to estimate the meaning of the results produced by the model.

Assessment scale

0-5