TU Wien:AKSTA Statistical Computing VU (Filzmoser)

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Vortragende Prof. Filzmoser Peter
ECTS 3
Links tiss:107106
Zuordnungen
Masterstudium Data Science
Bachelorstudium Medizinische Informatik
Bachelorstudium Software & Information Engineering

Mattermost: Channel "aksta-statistical-computing"RegisterMattermost-Infos

Inhalt

  • Programming in R (basics, and focus on solving problems related to statistical aspects of Data Science)
  • How to read in data from files, clean them, organize them.
  • some parts of the "tidyverse"
  • Data visualization with R (base, ggplot2)
  • basic SQL

Ablauf

This class makes use of the platform DataCamp. Students get (time-limited) access to the platform where they can (have to) take relevant courses, related to programming in R. Including how to read in, handle, visualize data, etc. The access allows also to do other classes, not related to R, such as for Python, SQL, and more, which is very nice!

There are also weekly classes where some material is discussed [I did not attend, so can't say anything, someone else please fill in ;-)]

Benötigte/Empfehlenswerte Vorkenntnisse

Some knowledge in R will make the start easier, but there are at least two courses, namely "Introduction to R" and "Intermediate R" that will get you started from zero. These will teach you about the basic variables, data structures, etc., as well as porgramming, control flow, functions, etc. in R. More in-depth R classes follow then and should deepen your understanding.

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