Hands-on Data Science in R Training in France

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

14 janvier 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
21 janvier 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
22 janvier 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
14 janvier 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
21 janvier 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
22 janvier 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
13 mars 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
13 mars 2025 (1 Day)
Paris, Lyon, Lille, Nice
Classroom / Virtual Classroom
Hands-on Data Science in R Training Course in France

The French Republic, or République Française, is a country of northwestern Europe. Having suitable agricultural lands, more than half of the land, makes France Europe's most important agricultural producer. The country's capital and the largest city is Paris. Other major and famous cities are Marseille, Lyon, Toulouse, Lille, Bordeaux, and Nice.

France is a popular destination for tourists. While you can skii at the Alps, Côte d'Azur is a perfect destination in spring and summer time. The country attracts millions of tourists also during the Cannes Festival time. The Cannes Film Festival, is an annual film festival held in Cannes, a city located on the French Riviera, which previews new films of all genres from all around the world.

Bilginç IT Academy is committed to aligning with the demands of France, utilizing state-of-the-art training methodologies. Discover a wide selection of Certification Exam preparation courses and accredited corporate training offerings in our catalog, designed to reshape your perspective on IT training.
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