Data Science with R

By attending this training you will be able to clean and wrangle data using R and you will obtain the skills analyze time series data, aggregate data, and perform group operations. Based on best practices about data visualizations and hands-on exercises with amongst others analysis of time series data, data aggregation, and machine learning, you will learn how to use R for Data Science applications.

Audience Profile Data Science with R training

You are interested to learn how you can load, analyze, and aggregate data by using R, and how you can use R to train and validate machine learning models.

Achievements Upon Completion

Through instructor-led discussion and interactive, hands-on exercises, you will learn how to do data science using R.

After completing the 2-day training, you will know:

• What the R Interpreter and R Studio are
• Best Practices about Data Visualization (ggplot2, Shiny)

You will have hands-on experience in:

• Data Loading and Wrangling
• Analyzing Time Series Data
• Data Aggregation and Group Operations
• Machine learning algorithms in R

You will have the skills to:

• Decide the proper algorithm for the use case
• Use R to train and validate your machine learning models.

Additional Information

Prerequisites

!Please note, that you need to bring your own laptop for this training.
This laptop should meet the following requirements:

• At least 8GB RAM
• 25GB of free hard disk space
• USB Port accessible