AI og Machine Learning, IT

Machine Learning - DIKU

Beskrivelse

The purpose of the course is to introduce students to the basic theory and most common techniques of statistical machine learning. The students will obtain a working knowledge in statistical machine learning.

The student will be able to:
- proving generalization bounds for expected prediction quality;
- applying linear and non-linear techniques for classification and regression;
- performing elementary dimensionality reduction;
- elementary data clustering;
- implementing selected machine learning algorithms;
- visualising and evaluating results obtained with machine learning techniques;
- using software libraries for solving machine learning problems;

Læs mere om kurset her (dette er ikke et tilmeldingslink)

Kursusforløb

Kursusstart:
16. november 2020

Det praktiske

  • Kursusudbyder: Københavns Universitet
  • ECTS-point: 7,5
  • Undervisningssprog: Engelsk
  • Udbudt til: Efterår
  • Tilmeldingsfrist: 1. november 2020
  • Kursets uddannelsesniveau: Kandidatniveau
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