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
  • ECTS-point: 7,5
  • Undervisningssprog: Engelsk
  • Udbudt til: Efterår
  • Tilmeldingsfrist: 25. december 2018
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