Technologies / Data & Analytics

R in statistical analysis - from basics to advanced techniques

An intensive training course introducing you to the world of data analysis using the R language. The program covers both basic statistical issues and advanced analysis techniques. Hands-on workshops account for 70% of the training time, allowing participants to perform analyses on real data sets on their own. The teaching methodology is based on solving practical cases from various business and scientific fields.

Issues

R development environment
Data manipulation in R
Descriptive statistics
Data visualization
Statistical inference
Regression modeling
Multivariate analysis
Time series
Machine learning methods
Reporting of results
R expansion packages
Code optimization

Benefits

Master the fundamental techniques of statistical analysis in the R environment
Develop practical skills in data processing and visualization
To gain the knowledge to independently conduct advanced statistical analysis
Effective methods of interpretation and presentation of research results
Create statistical reports
To increase efficiency in data-driven decision-making

Who is this training for?

Data analysts getting started with R language

Employees of research and development departments

Business intelligence specialists

Statistical researchers

Predictive modelers

Employees of quality control departments

Market research specialists

Prerequisites

Basic knowledge of statistics
Logical analytical thinking skills
Experience in working with tabular data
Fundamentals of linear algebra

Training program

Data structures and operations
Importing and exporting data
Basic operations on data sets
Exploratory analysis
Measures of descriptive statistics
Data visualization
Correlation analysis

Statistical modeling
Linear and non-linear regression
Analysis of variance
Statistical tests

Advanced analysis techniques

Classification and grouping
Dimensionality reduction
Machine learning techniques

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 R in statistical analysis - from basics to advanced techniques training for?

This training is designed for professionals looking to develop skills in r in statistical analysis - from basics to advanced techniques. Required level: advanced.

How long is the R in statistical analysis - from basics to advanced techniques training?

The training lasts 2. 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.