IT, data og digitalisering

Machine Learning

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

Det praktiske

  • Kursusudbyder: Københavns Universitet
  • Undervisningssprog: Engelsk
Søg støtte