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:


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


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


    • 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:


Weekly exercises