## RStudio Workspace

- FilesComing soon
- SearchComing soon

### 1. Introduction

- Introduction
- ggplot2 Visual builder
- Visualization with ggplot2
- Programming basics
- data.frames and Tibbles
- Isolating Data with dplyr
- Deriving Information with dplyr

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 `%>%`

operator.

### 2. Tidy

Tidy your data with more complex transformations and apply various join operators.

### 3. Installation and First Steps

See how to install R and RStudio on your local machine. Configure your development environment to increase your speed and productivity.

### 4. Model

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.

### 5. Communicate

Communicate your results through RMarkdown reports and create different outputs based on the same report in PDF, Word, HTML and even Powerpoint.

### 6. Case Studies Team

Apply your data science skills on real-world case studies including Austrian vote data, crypto currencies, IMDB ratings and bank marketing data.