Data Mining with R Training in Denmark

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 1 Day
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

With the advent of big data, there is an increased focus on data mining and the value that can be derived from large data sets. Data mining is the process of selecting, exploring, and modeling large amounts of data to uncover previously unknown information for business benefit.

R is an open source software environment for statistical computing and graphics and is very popular with data scientists. R is being used for data analysis, extracting and transforming data, fitting models, drawing inferences, making predictions, plotting, and reporting results. Learn how to use R basics, working with data frames, data reshaping, basic statistics, graphing, linear models, non-linear models, clustering, and model diagnostics.

There are no prerequisites for this course.

Anyone interested in learning to use data mining techniques to find insights in data and who has at least some statistical and programming experience. 

  • How to configure the RStudio environment and load R packages
  • How to use R basics such as basic math, data types, vectors, and calling functions
  • How to use advanced data structures such as data frames, lists, and matrices
  • How to use R base graphics
  • How to use R basic statistics, correlation, and covariance
  • How to use linear models such as simple linear regression, logistic regression
  • How to use non-linear models such as decision trees and Random Forests
  • How to apply clustering using K-means
  • How to complete model diagnostics

Modules:

  • Introduction to RStudio
  • R Basics
  • Introduction to Data Mining in R
  • Classification and Clustering Models in R
  • Summary

Module 1 Overview

  • What is R?
  • What is RStudio?
  • Why use RStudio?
  • Navigating RStudio
  • What are packages?
  • How to install packages
  • Hands-on Exercises

Module 2 Overview

  • R Math
  • Data Types
  • Working with Data
  • Loading Data
  • Writing Data
  • Data Structures
  • Hands-on Exercises

Module 3 Overview

  • Overview of Data Mining and Data Science
  • Exploratory Data Analysis
  • Base Graphics in R
  • Linear Regression
  • Logistic Regression
  • Hands-on Exercises

Module 4 Overview

  • Decision Trees
  • Clustering
  • Model Diagnostics
  • Hands-on Exercises

Module 5 – Summary

  • Skills Review



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

Upcoming Trainings

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

02 januar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
13 januar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
18 januar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
02 januar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
02 februar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
13 januar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
18 januar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
24 februar 2025 (1 Day)
Kopenhag, Aarhus, Odense
Classroom / Virtual Classroom
Data Mining with R Training Course in Denmark

Denmark is a constitutionally unitary state that is in Northern Europe. The population of the country is 5.91 million and 800,000 of them live in the capital and largest city, Copenhagen. And Danish is the official language. Denmark is a part of Scandinavia, like Norway and Sweden. The country experiences changeable weather, since it's located in the meeting point of diverse air masses. The coldest month of Denmark is February while July is the warmest month.

The most popular tourist attractions are Tivoli Gardens, Nyhavn, Kronborg Slot and Viking Ship Museum. Tivoli is considered as the inspiration behind the Disney theme parks, which also contains roller coasters, puppet theaters, restaurants and food pavilions. And the reason why Kronborg Slot attracts tourists is because the castle is the setting of Shakespeare's Hamlet, and also a UNESCO World Heritage Site.

With a focus on meeting the unique requirements of Denmark, Bilginç IT Academy integrates advanced training methodologies into our diverse range of Certification Exam preparation courses and accredited corporate training programs. Prepare to revolutionize your perception of IT training with us.
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