programming
R course for Data Science
- Requirements: No previous knowledge is required.
- Modality: Online classes with practical sessions and room for doubts.
- Duration: 12 hours.
- Price: 300€.
- Material: We provide all the material to download and reuse (presentations, codes and data).
- Software: R and RStudio.
- Valid certificate of completion.
Module 1 : Introduction to R
- Installation R and RStudio.
- Interface
45min.
Module 2 : Fundamentals of language
- Variables and objects
- Vectors
- Operators
- Text strings
- Arrays
- Dataframes
- Lists
- Subsets
- Functions
- Control structures
- Data management
2hr. 15min.
Module 3 : Simple graphics
- Histogram
- Bar chart
- Scatterplot
- Boxplot
- Export charts
3hr.
Module 4 : Advanced visualization with ggplot2
- Creation of statistical graphs
- Customization and advanced graphics settings
3hr.
Module 5 : Predictive models with R
- Time series
- Linear regression
- Classification
- Clustering
- Maps
3hr.
PhD. Elisa Cabana
Instructor
Elisa Cabana is a PhD in Mathematical Engineering, specialized in Statistics. She is also a researcher, data scientist and professor of data analysis at CUNEF University.
Available material
Presentations, codes, data, and all the material available for reuse.
Practical courses
Classes focused on the practical aspect, with space to solve doubts.
All ready to go?
Talk to us without obligation to clarify all your doubts.