Hands-on Data Science in R Training in Belgium

  • 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.

Attendees should have some coding experience, basic statistics.

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

Course Objectives

  • How to configure the RStudio environment and load 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 graphic packages
  • How to do exploratory data analysis
  • How to use R to support basic statistics, correlation, and covariance
  • How to use linear models such as linear regression and logistic regression
  • How to use models such as decision trees, Random Forest, and K nearest neighbor
  • How to use clustering models such as K-means

Course Structure

Modules:

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

Module 1 Overview

Topics:

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

Module 2 Overview

Topics:

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

Module 3 Overview

Topics:

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

Module 4 Overview

Topics:

  • 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 Belgium facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
14 januari 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
21 januari 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
22 januari 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
14 januari 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
21 januari 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
22 januari 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
13 maart 2025
Brüksel, Brugge, Anvers
1 Day
Classroom / Virtual Classroom
13 maart 2025
Brüksel, Brugge, Anvers
1 Day
Hands-on Data Science in R Training Course in Belgium

Belgium, or officially known as Kingdom of Belgium, is located in Northwestern Europe. With the country's 11.5 million population, Belgium is the 6th most densely populated country in Europe. The capital and largest city is Brussels. And other major and popular cities are Antwerp, Ghent, Charleroi, Liège, Bruges, Namur, and Leuven. The population of Belgium consists mostly of Flemings and Walloons. While the Flemings speak Dutch, the Walloons speak French.

The country is known for moules frites (mussels served with french fries) as well as waffles and of course; Belgian chocolate. Chocolate is one of Belgium’s main food exports. Another thing that Belgium is known for is its beautiful city Bruges. Bruges is one of Europe’s most well-preserved medieval towns and has its beautiful canals.

At Bilginç IT Academy, we understand the unique requirements of Belgium and incorporate innovative training methodologies to meet them. Explore our extensive training catalog, featuring diverse Certification Exam preparation courses and accredited corporate training programs that will revolutionize your perception of IT training.
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