Data Science and Machine Learning using R

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Data Science and Machine Learning using R

  • On-demand course of Data Science and Machine Learning using R. In this course the basic tools of the programming in R will be given as well as the visualization of the information and at the same time intermediate and advanced content in techniques of Machine Learning and Big Data.

Module I.

  • Introduction to the R programming environment.

Module II.

  • Installation of R packages.

Module III.

  • Import and browse / display data from files.

Module IV.

  • Data visualization with ggplot2.

Module V.

  • Wordcloud.

Module VI.

  • Statistical Test.

Module VII.

  • Generalized linear and linear models.

Module VIII.

  • Multivariate analysis.

Module IX

  • Big Data and R

+ OVERVIEW
  • On-demand course of Data Science and Machine Learning using R. In this course the basic tools of the programming in R will be given as well as the visualization of the information and at the same time intermediate and advanced content in techniques of Machine Learning and Big Data.
+ CONTENTS

Module I.

  • Introduction to the R programming environment.

Module II.

  • Installation of R packages.

Module III.

  • Import and browse / display data from files.

Module IV.

  • Data visualization with ggplot2.

Module V.

  • Wordcloud.

Module VI.

  • Statistical Test.

Module VII.

  • Generalized linear and linear models.

Module VIII.

  • Multivariate analysis.

Module IX

  • Big Data and R

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