Advanced Data Analysis with R Language
An intensive training course designed to develop data analysis skills using the R language. Participants will learn advanced analytical techniques, including data mining, predictive modeling, hypothesis testing and visualization of results. The training combines theory with practical exercises, enabling participants to gain the competencies necessary to conduct complex data analysis on their own.
Issues
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Exploratory Data Analysis (EDA)
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Advanced data manipulation techniques
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Predictive modeling and regression
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Multivariate analysis and dimension reduction
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Hypothesis testing and statistical analysis
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Data visualization with ggplot2 and plotly
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Working with large data sets
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Automate analysis and create reports
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Integration of R with other analytical tools
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Best practices in R programming
Benefits
- Understand advanced data analysis techniques in R
- Ability to explore and manipulate large data sets
- Ability to create advanced predictive models
- Knowledge of hypothesis testing and statistical analysis
- Ability to visualize data and create interactive charts
- Practical experience working with real data
- Knowledge of best practices in R programming and code optimization
Who is this training for?
Prerequisites
- Basic knowledge of the R language
- General knowledge of statistics and data analysis
- Experience working with data in spreadsheets or databases
- Knowledge of basic programming is welcome
Training program
Exploratory data analysis (EDA) using R
- Exploratory data analysis (EDA) using R
- Advanced data manipulation techniques with the dplyr package
- Predictive modeling and regression
Multivariate analysis and dimension reduction
- Multivariate analysis and dimension reduction
- Hypothesis testing and statistical analysis
- Data visualization with ggplot2 and plotly
Working with large data sets
- Working with large data sets
- Automate analysis and create reports
Integration of R with other analytical tools
- Integration of R with other analytical tools
- Practical workshop: analysis of a real data set
- Best practices and optimization of R code
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
Your Learning Path
Frequently asked questions
Who is the Advanced Data Analysis with R Language training for?
The target audience includes data analysts looking for advanced analytical tools, scientists and researchers who want to deepen their skills in data analysis, and business and marketing professionals interested in advanced data analysis. Level: advanced.
How long is the Advanced Data Analysis with R Language training?
The training lasts 3 days. It is delivered online or on-site.
Will I receive a certificate?
Yes — every participant receives a completion certificate confirming acquired competencies. EITT is ISO 9001 certified.
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.
Request a quote
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Interested in this training?
Contact us - we'll prepare an offer tailored to your organization's needs.