IT, data og digitalisering

Introduction to Data Science

Beskrivelse

The purpose of the course is to introduce non-Computer Science students to probabilistic data modeling and the most common techniques from statistical machine learning and data mining. The students will obtain a working knowledge of basic data modeling and data analysis using fundamantal machine learning techniques.

The student will be able to:
- applying linear and non-linear techniques for classification and regression
- elementary data clustering
- visualizing and evaluating results obtained with machine learning techniques
- identifying and handling common pitfalls in machine learning
- using machine learning and data mining toolboxes

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Det praktiske

  • Kursusudbyder: Københavns Universitet
  • Undervisningssprog: Engelsk
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