Fundamentals of R Training in Germany

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 3 Days
  • Level: Fundamentals
  • Price: From €4,517+VAT
We can host this training at your preferred location. Contact us!

An introduction to R; a mathematical and statistical modelling language used extensively in data analysis and Big Data.

This 3-day course is designed for anyone planning to work with larger Big Data solutions or Machine Learning, or for those studying a vendor specific path, such as Microsoft SQL Server.

By attending this course you will learn how to write programmes using R to create effective statistical outputs and to visualize data using R’s library.

Target Audience

Aimed at all who wish to learn the R programming language.

  • No prior knowledge of R is assumed
  • Delegates should already be familiar with basic programming concepts such as variables, scope and functions
  • Experience of another scripting language such as Python or Perl would be an advantage

At the end of this course attendees will know:

  • Fundamentals of R programming language
  • R data types, containers, arrays, flow control and functions
  • R text manipulation
  • R visualisation packages
  • How to perform data exploration and analysis with R

At the end of this course attendees will be able to:

  • Write R programs for manipulating and analysing data
  • Plot graphs from data sets

Overview of R

  • An introduction to the R programming language
  • History and capabilities
  • Development environments
  • Assignment
  • Tips

Data: Datatypes and Arithmetic

  • An introduction to most common data types in base R
  • Simple types
  • Composite types
  • Arithmetic
  • Data manipulation

Containers

  • A more detailed look at the most common data types in base R
  • Lists, Vectors, Factors, Data Frames
  • Converting data types

Higher Dimensions

  • A more detailed look at the most common data types in base R
  • Matrices and Arrays
  • Representing 3 or more dimensions

Databases and IO

  • A more detailed look at how to read and write to permanent storage from R
  • Various File Types
  • Databases

Flow

  • A more detailed look at how to control decision making in R for later automation:
  • Selection
  • Iteration

Functions

  • An overview of how to create functions in R
  • How to call functions
  • The use of variadicity in R
  • Design principles for programmers

Text

  • An overview of the functions available in stringr for manipulating text.
  • A brief introduction to regex.
  • Functions for pattern matching and text manipulation

Plotting and Packages

  • Plotting in base R
  • An overview of the community approved packages: Tidyverse
  • Syntax differences
  • Overview of packages for Data Import, Transforming and Cleaning
  • Overview of packages for report creation and dashboarding
  • Overview of packages for Big Data handing and AI
  • Extra: Practical use of ggplot2, ggplotly


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Germany facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

05 Februar 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
18 Februar 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
27 Februar 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
05 Februar 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
05 März 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
06 März 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
18 Februar 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom
27 Februar 2025 (3 Days)
Berlin, Hamburg, Münih
Classroom / Virtual Classroom

Related Trainings

Fundamentals of R Training Course in Germany

The Federal Republic of Germany is the second most populous country in Europe and is located in Central Europe. The official language of the country is German. Germany is one of the richest countries in the world. The main exports of the country include motor vehicles and iron and steel products.

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The fairy tale writer, the Brothers Grimm, came from Germany and wrote many famous stories such as Cinderella, Snow White, and Sleeping Beauty.
Germany is home to the largest theme park in Europe, the Europa-Park.
The famous composer Ludwig van Beethoven was born in Germany.
The Autobahn, the German highway system, is known for having no general speed limit.


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