Technologies / Data & Analytics

Introduction to the R language - from basics to advanced techniques

The training provides a systematic introduction to R programming, guiding participants from basic concepts to advanced data analysis techniques. The program is delivered through a combination of theoretical lectures and intensive hands-on workshops where participants solve real-world analytical problems. Special emphasis is placed on the development of practical programming skills and an understanding of best practices in data analysis.

Issues

RStudio environment
Data structures in R
Data manipulation
Functional programming
Data visualization
Statistical analysis
Package creation
Code optimization
Reporting of results
Best practices
Debugging the code
Version control

Benefits

The participant will gain the ability to independently create analytical scripts in R language from scratch
He or she will learn to efficiently process and analyze data from various sources
Will develop the ability to create advanced visualizations using popular libraries
Methods to optimize code and increase analysis performance
Will be able to create custom functions and packages in R
Will master functional programming techniques and best practices in R

Who is this training for?

Beginning data analysts

Research and analysis specialists

Researchers beginning their work with R

Business department employees interested in data analysis

Statisticians switching to R

Analytical students

Programmers looking to expand skills

Reporting specialists

Prerequisites

Basic knowledge of statistics
Logical analytical thinking
Ability to work with a computer
Fundamentals of algebra

Training program

Data types and structures
Features and packages

Data processing
Importing and exporting data
Cleaning and transformation
Aggregation and grouping

Analysis and visualization
Descriptive statistics

Advanced visualizations in ggplot2
Interactive dashboards

Custom functions
Functional programming

Package creation

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

Who is the Introduction to the R language - from basics to advanced techniques training for?

This training is designed for professionals looking to develop skills in introduction to the r language - from basics to advanced techniques. Required level: beginner.

How long is the Introduction to the R language - from basics to advanced techniques training?

The training lasts 3. Available in online or on-site format.

Will I receive a certificate?

Yes — every participant receives a completion certificate confirming acquired competencies. EITT holds ISO 9001 accreditation.

Can this training be conducted for a closed group?

Yes — we offer dedicated closed trainings for companies. We customize the program to your team's needs. Contact us for an individual quote.