Astraios Courses458
hasCourse

Data analytics  

Description

This module introduces computational approaches to process numerical data on a large scale. Computation on arrays of continuous variables underpins machine learning, data analytics, and signal processing. Vectorized operations on numerical arrays, fundamental stochastic and probabilistic methods and scientific visualization. Manipulating continuous data, specifying problems in a form that can be solved numerically, dealing with unreliable and uncertain information, and communicating these results. Operations on vectors and matrices, specifying and solving problems via numerical optimization, time series modelling, scientific visualization and basic probabilistic computation.

Delivery mode

Presential
English

Name

Data analytics
English

UNIVERSITY OF TWENTE

Faculty of Geo-Information Science and Earth Observation

Astraios home page

Funded by the European Union. Views and opinions expressed are however those of the author(s) only and do not necessarily reflect those of the European Union or HaDEA. Neither the European Union nor the granting authority can be held responsible for them. The statements made herein do not necessarily have the consent or agreement of the ASTRAIOS Consortium. These represent the opinion and findings of the author(s).