Machine learning algorithms (TIETS39)

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NEW (at 21.10, 6th April) !  Since the examinations had to be cancelled, one substitutes the examination by writing an essay from one of the given topics. The instructions are given here:

MachineLearningAlgorithmsEssayInstructions2020

The essay has to be sent no later than on the 20th May to Martti Juhola.

Contents

Machine learning algorithms are presented. Their use to build computational models are described.

Procedure

    • Advanced study course, 5 ECTS
    • 12 lectures (24 h), Martti Juhola
    • 5 weekly exercise times (10 h), Jyrki Rasku
    • Additional scores: when one makes more of all weekly exercises than 30%, additional scores [0,5] are given as follows: ≥30% 0, ≥41% 1, ≥52% 2, ≥63% 3, ≥74% 4, ≥85% 5
    • To pass the course: (1) at least 30% of weekly exercises have to be made and (2) the examination with scores of 12 or more from [0,30]

 Matlab is used for exercises.

To load Matlab you first need an activation code and obtaining this may take time. (You also need a TAU account.) To be done via the following link, but if no more valid, search for from IT services of TAU:

https://intra.tuni.fi/en/handbook/2677/2703/3234

Lectures

Weekly exercises

Materials