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Software R: Statistical Data Analysis

This course focuses on the effective use of the R programming language for data analysis. To this end, the Rstudio integrated development environment (IDE) is used for all demonstrations. It allows an efficient use of R. The emphasis is on the software itself and not on the development of data analysis knowledge. The information and procedures presented during the workshop will be put into practice by the participants through various concrete exercises with the help of the trainer.

The objectives of this training are mainly to introduce the participants to the analytical possibilities offered by R, its characteristics, its structure and to acquire basic skills in data manipulation.

At the end of this training, the participants will have a good knowledge of the R software package which will allow them to perform simple processing on databases.

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The objective of this training is to learn how to use the R software to analyze data. Participants will be able to implement in R the methods of descriptive statistics, decisional statistics, analysis of variance, linear regression and multidimensional data analysis.The following approaches will be used in this course:

  • Mastering the R work environment with Rstudio
  • Data manipulation and management with R and the latest data manipulation packages
  • Mastering the application of data science methods
  • Know the basics of programming with R

The details

The main elements in this training include the introduction and use of the R software. The content of the training will include:

General presentation of the R environment

  • The potential and capabilities of R
  • The R programming software
  • The environment and structure of R
  • Getting help with R
  • Rstudio’s tour

Create and import data

  • The R-objects
  • Internal or external data readings
  • Types of variables

Data management and manipulation

  • Selecting observations and variables
  • Logical Instructions
  • Transformation and recoding of variables
  • Handling formats such as dates
  • Concatenation and table merging

An alternative to point-and-click: coding

  • Rcmdr

Procedures for descriptive statistics

  • Descriptive statistics
  • Contingency tables

Simple data analysis for decision making

  • Correlations
  • Group comparison (T-test and analysis of variance)
  • Linear regression

Master Data Visualizations

  • Basic graphics (point clouds, histograms, box-plots)

Export data

  • Exporting a dataset
  • Exporting to a document

The clients

This training is intended for all analysts and professionals seeking to acquire the necessary skills of the R software that will help to conduct or understand data mining and segmentation in your company.

  • Level: Beginner
  • Duration: Two days

Monday - Friday

1 (613) 720 3595

Sondages

Nos enquêtes vous aideront à améliorer vos prises de décisions.

Surveys

Our surveys will help you improve your decision making.

L’équipe

Notre équipe vient du monde académique et de recherche, ainsi que des milieux professionnels comme le domaine financier, technologie de l’information, comptable et juridique.

Our Team

Our team comes from the academic and research world, and has professional backgrounds such as finance, information technology, accounting and legal.

Thème

Nos recherches s'articulent autour de l'analyse de données massives, l'intelligence artificielle (IA), l'innovation et la transformation organisationnelle, et plus.

Theme

Our research interests range from massive data analysis, innovation and organizational transformation, and much more.

Logiciels

Cette formation aide les participants à maîtriser les outils essentiels à la gestion des activités et des performances organisationnelles.

Software

This training help participants master tools that are essential for managing activities and organizational performance.

Projets

Ces formations sont conçues pour aider les professionnels à mieux maîtriser les normes relatives à la conception, la planification, et la gestion de projets.

Projects

These courses are designed to help professional to better understand and master standards relative to design, manage, and evaluate projects of all types.

Risque

Ces formations visent à développer les compétences nécessaires pour utiliser des outils et des techniques de gestion de l'incertitude et des risques.

Risk

These training courses are designed to develop the skills that are needed to use tools and techniques in uncertainty and risk management.

Comptabilité

Epsilon Eco se propose de vous aider à l'établissement des comptes, les services comptables et les conseils en droits des affaires et en droit du travail.

Accounting

Epsilon Eco offers assistance with the preparation of accounts, accounting services and advice on business and employment law.

Audit

Nos formations d'audit interne et de contrôle permettent aux participants de maîtriser les concepts, les outils et les techniques pour mener des audits internes et atteindre les objectifs attendus.

Audit

Our internal audit and controls courses permit participants to master the concepts, tools, and techniques for conducting internal audits effective to achieve the expected objectives.

Analyse

Nos formations en analyse de données sont conçues pour répondre spécifiquement aux besoins de votre entreprise dans un environnement en constante évolution.

Analysis

Our trainings in data analytics and artificial intelligence are designed to address your business need specifically in an environment of constant change.

CeRADA

Les activités de formation et de perfectionnement offertes par Epsilon Eco sont articulées autour de plusieurs thématiques et sujets de l'heure.

CeRADA

Training and development activities offered by Epsilon Eco are structured around several themes and currents topics.

Projets

La maîtrise du coût, du délai et de la qualité dans un environnement incertain sont les expertises que Epsilon Eco met à votre disposition pour vous aider à gérer les projets.

Projects

Managing cost, time and quality in an uncertain environment are the expertise that Epsilon Eco offers to help you manage projects.

Risque

Nos analyses et diagnostics des risques stratégiques, opérationnels et de conformité permettent de déceler et gérer les événements qui pourraient avoir une incidence sur les objectifs organisationnels.

Risk

Our analyzes and diagnoses of strategic, operational and compliance risks help manage events that could have an impact on your organizational objectives.

Fiscalité

De la déclaration à l’optimisation fiscales, nos experts et professionnels vous aident à structurer et à prendre des décisions conformes aux réglementations et aux changements législatifs.

Taxation

From tax reporting to optimization, our tax experts use their knowledge to provide advice on tax issues that comply with regulations and legislative changes.

Business

Alliant expertise en technologie de l’information et en analyse d’affaires, Epsilon Eco vous aide à identifier les défaillances dans votre modèle d’affaires qui pourraient miner la performance organisationnelles.

Business

Combining our expertise in information technology and business analysis, Epsilon Eco helps you identify limitations in your business model that could undermine your organization performance.

Audit

Epsilon Eco vous aide à améliorer l’efficience et l’efficacité de vos processus de gouvernance, de gestion des risques et du contrôle interne grâce à l’expertise de son équipe multidisciplinaire.

Audit

Using the expertise of our multidisciplinary team, we help improve the efficiency and effectiveness of your governance, risk management and internal control processes of your organization.

Expertise

Epsilon Eco se propose de vous accompagner par ses services adaptés et sur-mesure d’externalisation, de révision et d’audit afin que vous puissiez consacrer votre temps à la gestion de vos activités.

Accounting

With a personalized service, Epsilon Eco proposes outsourcing, review and audit services that help you free-up your time to manage your activities.

Technologie (TI)

De la conception à l’infonuagique en passant par la développement des applications, nos experts vous aident à structurer et à transformer votre environnement TI par la mise en œuvre des solutions innovantes.

Technology (IT)

From design to cloud computing and applications development, our experts aid in structuring and transforming your IT environment by implementing innovative solutions.

Analyse de données

Epsilon Eco propose de vous aider à utiliser les analyses de données, la gestion des risques, et les modélisations pour améliorer ou appuyer vos décisions.

Data Analytics

Epsilon Eco offers data analytics, and modeling services that help improve or support your decisions.

Data Analytics

Epsilon Eco offers data analytics, and modeling services that help improve or support your decisions.

Our Mission

Epsilon Eco propose de vous aider à utiliser les analyses de données, la gestion des risques, et les modélisations pour améliorer ou appuyer vos décisions.

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