Learn the Grammar of Graphics implemented in ggplot2 syntax using geometric objects, aesthethic mappings and facet plots. Use basic dplyr verbs to filter rows, select columns and sort/arrange datasets in combination with the pipe
Tidy your data with more complex transformations and apply various join operators.
See how to install R and RStudio on your local machine. Configure your development environment to increase your speed and productivity.
Create forecasting models for time series, linear regression and classification using decision trees. Evaluate the performance of your models and decide which one to choose based on different metrics.
Communicate your results through RMarkdown reports and create different outputs based on the same report in PDF, Word, HTML and even Powerpoint.
Apply your data science skills on real-world case studies including Austrian vote data, crypto currencies, IMDB ratings and bank marketing data.