Data Mining with R Training in Malta

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

Classroom / Virtual Classroom
06 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
06 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
09 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
09 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
12 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
14 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
12 November 2024
Birkirkara, Qormi, Mosta
1 Day
Classroom / Virtual Classroom
16 November 2024
Birkirkara, Qormi, Mosta
1 Day
Data Mining with R Training Course in Malta

Officially known as the Republic of Malta, is an island country in the Mediterranean Sea, South of Sicily. While Malta being the world's tenth smallest country in area and fourth most densely populated sovereign country, the capital city of the island country is Valletta. Malta consists of three islands: Malta, Gozo, and Comino and Malta is the largest island among all. The official languages of Malta are Maltese and English and based on the data from 2019, the population is about 514,564.

Winter season in Malta is delightfully mild, with temperatures above 12 degrees, so it makes the Maltese Islands a perfect year-round destination. But tourists usually prefer traveling to Malta either in April, May or June. Since in those months, Malta is warm without being too hot. In the early Spring season, travelers may also enjoy the glorious wildflower season.

Enhance your IT skills with our comprehensive array of courses, spanning programming, software development, data science, and project management. Benefit from the convenience of choosing your preferred location in Malta as our experienced instructors deliver interactive training and real-world insights.
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