Content

This repository contains R training hosted at shiny.vsb.cz created as part of IT4Innovations training program.

These training are created using learnr.

To run them locally it is best to use RStudio. The list of necessary packages for the training is always at the beginning of the Rmd file in the setup chunk. New version of RStudio will show a notification if any of them is missing on the system.

Trainings

Currently it contains training from following events:

Data science with R and Python

Exploratory analysis in R

It is contained in folder "Exploratory_Analysis_May_2022".

Run the training by executing following code in RStudio:

learnr::run_tutorial("Exploratory_Analysis_May_2022/Descriptive_analysis.Rmd")

XGBoost basics

It is contained in folder "XGBoost_Caret_Modelling_May_2022".

Run the training by executing following code in RStudio:

learnr::run_tutorial("XGBoost_Caret_Modelling_May_2022/XGBoost_caret_modelling.Rmd")

High Performance Data Analysis with R

Exploratory data analysis in R

It is contained in folder "Exploratory_Analysis_April_2023".

Run the training by executing following code in RStudio:

learnr::run_tutorial("Exploratory_Analysis_April_2023/eda_april_2023.Rmd")

Introduction to modelling using Tidymodels

It is contained in folder "Tidymodels_April_2023".

Run the training by executing following code in RStudio:

learnr::run_tutorial("Tidymodels_April_2023/tidymodels_april_2023.Rmd")

HPC in Data Science: focus on Big Data and AI

Introduction to R

It is contained in folder "SCTrain_Introduction_to_R_June_2023".

Run the training by executing following code in RStudio:

learnr::run_tutorial("SCTrain_Introduction_to_R_June_2023/SCTrain_Introduction_to_R_June_2023.Rmd")

Exploratory Data Analysis with R

It is contained in folder "SCTrain_EDA_June_2023".

Run the training by executing following code in RStudio:

learnr::run_tutorial("SCTrain_EDA_June_2023/SCTrain_EDA_June_2023.Rmd")

Modelling with R

It is contained in folder "SCTrain_Tidymodels_June_2023".

Run the training by executing following code in RStudio:

learnr::run_tutorial("SCTrain_Tidymodels_June_2023/SCTrain_Tidymodels_June_2023.Rmd")