R für Datenanalyse und Forschung Schulung

Alle Preise zzgl. MwSt

Kurs Code

rdataana

Dauer

7 hours (üblicherweise 1 Tag inklusive Pausen)

Voraussetzungen

Basic Statistics

Überblick

Publikum

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  • Entwickler
  • Wissenschaftler
  • Studenten

Format des Kurses

Online-Unterricht und Diskussion ODER persönliche Workshops

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Schulungsübersicht

The list below gives an idea of the topics that will be covered in the workshop.

The number of topics that will be covered depends on the duration of the workshop (i.e. one, two or three days). In a one or two day workshop it may not be possible to cover all topics, and so the workshop will be tailored to suit the specific needs of the learners.

  • A first R session
  • Syntax for analysing one-dimensional data arrays
  • Syntax for analysing two-dimensional data arrays
  • Reading and writing data files
  • Sub-setting data, sorting, ranking and ordering data
  • Merging arrays
  • Set membership
  • The main statistical functions in R
  • The Normal Distribution (correlation, probabilities, tests for normality and confidence intervals)
  • Ordinary Least Squares Regression
  • T-tests, Analysis of Variance and Multivariable Analysis of Variance
  • Chi-square tests for categorical variables
  • Writing functions in R
  • Writing software (scripts) in R
  • Control structures (e.g. Loops)
  • Graphical methods (including scatterplots, bar charts, pie charts, histograms, box plots and dot charts)
  • Graphical User Interfaces for R

Erfahrungsberichte

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EINIGE UNSERER KUNDEN

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We are looking for a good mixture of IT and soft skills in Austria!

As a NobleProg Trainer you will be responsible for:

  • delivering training and consultancy Worldwide
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  • creating new courses outlines
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At the moment we are focusing on the following areas:

  • Statistic, Forecasting, Big Data Analysis, Data Mining, Evolution Alogrithm, Natural Language Processing, Machine Learning (recommender system, neural networks .etc...)
  • SOA, BPM, BPMN
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  • R, Python
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